Publications

External site

Journal (Reviewed)

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  1. J.R.C.S.A.V.S. Neto, T. Nakamura, Y. Makihara, Y. Yagi, ``Extended Depth-of-Field Lensless Imaging using an Optimized Radial Mask,'' IEEE Trans. on Computational Imaging, 2023. (Accepted)
  2. Y. Jin, T. Kozawa, K. Aoki, T. Nakamura, Y. Makihara, Y. Yagi, ``Analysis of resist images with pattern defects by Hough transform,'' Japanese Journal of Applied Physics, Vol. 62, No. 8, pp. 086502, Aug. 2023. [Publisher's page]
  3. T. Goto, K. Naniwa, D. Nakanishi, Y. Sugimoto, Y. Yagi, Y. Makihara, T. Nakamura, K. Osuka, ``Characteristics verification of pneumatic artificial muscles for compressive loading,'' Advanced Robotics, Vol. 37, No. 14, pp. 887-899, Jun. 2023. [Publisher's page]
  4. H. Kawachi, T. Nakamura, K. Iwata, Y. Makihara, Y. Yagi, ``Snapshot super-resolution indirect time-of-flight camera using a grating-based subpixel encoder and depth-regularizing compressive reconstruction,'' Optics Continuum, Vol. 2, No. 6, pp. 1368-1383, May 2023. [open access]
  5. Y. Zhang, L. Niu, Y. Makihara, J. Zhang, W. Zhao, Y. Yagi, L. Zhang, ``Natural Image Matting with Attended Global Context,'' Journal of Computer Science and Technology, Vol. 38, pp. 659–673, May 2023. [Publisher's page]
  6. A. Shehata, Y. Makihara, D. Muramatsu, M. A. R. Ahad, Y. Yagi, ``Annotator-dependent uncertainty-aware estimation of gait relative attributes,'' Pattern Recognition, Vol. 136, No. 109197, pp. 1-13, Apr. 2023 (Published online: 22 Nov. 2022). [open access]
  7. M.A. Alsherfawi Aljazaerly, Y. Makihara, D. Muramatsu, Y. Yagi, ``Batch Hard Contrastive Loss and Its Application to Cross-view Gait Recognition,'' IEEE Access, Vol. 11, pp. 31177-31187, Mar. 2023. [open access]
  8. C. Xu, Y. Makihara, X. Li, Y. Yagi, ``Occlusion-aware Human Mesh Model-based Gait Recognition,'' IEEE Trans. on Information Forensics and Security, Vol. 18, pp. 1309-1321, Jan. 2023. [open access]
  9. X. Li, Y. Makihara, C. Xu, Y. Yagi, ``Multi-view Large Population Gait Database with Human Meshes and Its Performance Evaluation,'' IEEE Trans. on Biometrics, Behavior, and Identity Science (T-BIOM), Vol. 4, No. 2, pp. 234-248, Apr. 2022. [open access]
  10. M.G. Abdu-Aguye, W. Gomaa, Y. Makihara, Y. Yagi, ``Investigating Strategies Towards Adversarially Robust Time Series Classification,'' Pattern Recognition Letter, Vol. 156, pp. 104-111, Apr. 2022 (Published online: 31 Jan. 2022). [open access]
  11. S. Wu, T. Matsuura, F. Okura, Y. Makihara, C. Zhou, K. Aoki, I. Mitsugami, Y. Yagi, ``Detecting Lower MMSE Scores in Older Adults using Cross-trial Features from a Dual-task with Gait and Arithmetic,'' IEEE Access, Vol. 9, pp. 150268-150282, Nov. 2021. [open access]
  12. K. Aoki, H. Nishikawa, Y. Makihara, D. Muramatsu, N. Takemura, Y. Yagi, ``Physical Fatigue Detection from Gait Cycles via a Multi-task Recurrent Neural Network,'' IEEE Access, Vol. 9, pp. 127565-127575, Sep. 2021. [open access]
  13. M. Yasukawa, Y. Makihara, T. Hosoi, M. Kubo, Y. Yagi, ``Gait Phase Partitioning and Footprint Detection using Mutually Constrained Piecewise Linear Approximation with Dynamic Programming,'' IEICE Trans. on Information and Systems, Vol. E104-D, No. 11, pp. 1951-1962, Nov. 2021 (Published online: 2 Aug. 2021). [open access]
  14. R. Liao, K. Moriwaki, Y. Makihara, D. Muramatsu, N. Takemura, and Y. Yagi, ``Health Indicator Estimation by Video-based Gait Analysis,'' IEICE Trans. on Information and Systems, Vol. E104-D, No. 10, pp. 1678-1690, Oct. 2021 (Published online: 9 Jul. 2021). [open access]
  15. M. Iwamura, S. Mori, K. Nakamura, T. Tanoue, Y. Utsumi, Y. Makihara, D. Muramatsu, K. Kise, Y. Yagi, ``Individuality-preserving Silhouette Extraction for Gait Recognition and Its Speedup,'' IEICE Trans. on Information and Systems, Vol. E104-D, No. 7, pp. 992-1001, Jul. 2021 (Published online: 24 Mar. 2021). [open access]
  16. C. Xu, A. Sakata, Y. Makihara, N. Takemura, D. Muramatsu, Y. Yagi, ``Uncertainty-aware Gait-based Age Estimation and Its Applications,'' IEEE Trans. on Biometrics, Behavior, and Identity Science (T-BIOM), Vol. 3, No. 4, pp. 479-494, Oct. 2021 (Published online: 14 May 2021). [open access]
  17. M.A.R. Ahad, M. Ahmed, A. D. Antar, Y. Makihara, and Y. Yagi, ``Action recognition using Kinematics Posture Feature on 3D skeleton joint locations,'' Pattern Recognition Letters, Vol. 145, pp. 216-224, May 2021. [open access]
  18. Y. Zhang, Y. Makihara, D. Muramatsu, J. Zhang, L. Niu, L. Zhang, Y. Yagi, ``Learn to Walk Across Ages: Motion Augmented Multi-age Group Gait Video Translation,'' IEEE Access, Vol. 9, pp. 40550-40559, Feb. 2021. [open access]
  19. C. Xu, Y. Makihara, X. Li, Y. Yagi, J. Lu, ``Cross-View Gait Recognition using Pairwise Spatial Transformer Networks,'' IEEE Trans. on Circuits and Systems for Video Technology, Vol. 31, No. 1, pp. 260-274, Jan. 2021 (Published online: 21 Feb. 2020). [open access]
  20. W. An, S. Yu, Y. Makihara, X. Wu, C. Xu, Y. Yu, R. Liao, Y. Yagi, ``Performance Evaluation of Model-based Gait on Multi-view Very Large Population Database with Pose Sequences,'' IEEE Trans. on Biometrics, Behavior, and Identity Science, Vol. 2, No. 4, pp. 421-430, Oct. 2020 (Published online: 13 July 2020). [open access]
  21. X. Li, Y. Makihara, C. Xu, Y. Yagi, M. Ren, ``Gait recognition invariant to carried objects using alpha blending generative adversarial networks,'' Pattern Recognition, Vol. 105, No. 107376, pp. 1-12, Sep. 2020 (Published online: 28 Apr. 2020). [open access]
  22. M.A.R. Ahad, T.T. Ngo, A.D. Antar, M. Ahmed, T. Hossain, D. Muramatsu, Y. Makihara, S. Inoue, Y. Yagi, ``Wearable Sensor-based Gait Analysis for Age and Gender Estimation,'' Sensors, Vol. 20, No. 2424, pp. 1-24, Apr. 2020. [open access]
  23. A. Shehata, M.E. Hussein, W. Gomaa, Y. Makihara, Y. Yagi, ``Identifying motion pathways in highly crowded scenes: a non-parametric tracklet clustering approach,'' Computer Vision and Image Understanding, Vol. 191, No. 102710, pp. 1-18, Feb. 2020 (Published online: 24 Aug. 2018). [PDF]
  24. R. Liao, Y. Makihara, D. Muramatsu, I. Mitsugami, Y. Yagi, K. Yoshiyama, H. Kazui, M. Takeda, ``A Video-Based Gait Disturbance Assessment Tool for Diagnosing Idiopathic Normal Pressure Hydrocephalus,'' Trans. on Electrical and Electronics Engineering, Vol. 15, No. 3, pp. 433-441, Feb. 2020. [PDF]
  25. X. Li, Y. Makihara, C. Xu, Y. Yagi, M. Ren, ``Joint Intensity Transformer Network for Gait Recognition Robust against Clothing and Carrying status,'' IEEE Trans. on Information Forensics and Security, Vol. 14, No. 12, pp. 3102-3115, Dec. 2019 (Published online: 22 Apr. 2019). [open access]
  26. Y. Yu, Y. Makihara, Y. Yagi, ``Pedestrian segmentation based on a spatio-temporally consistent graph cut with optimal transport,'' IPSJ Trans. on Computer Vision and Applications, Vol. 11, No. 10, pp. 1-17, Nov. 2019. [open access]
  27. F. Okura, S. Ikuma, Y. Makihara, D. Muramatsu, K. Nakada, Y. Yagi, ``RGB-D video-based individual identification of dairy cows using gait and texture analyses,'' Computers and Electronics in Agriculture, Vol. 165, No. 104944, Oct. 2019. [PDF]
  28. N. Takemura, Y. Makihara, D. Muramatsu, T. Echigo, and Y. Yagi, ``On Input/Output Architectures for Convolutional Neural Network-Based Cross-View Gait Recognition,'' IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol. 29, No. 9, pp. 2708-2719, Sep. 2019 (Published online: 09 Oct. 2017). [PDF]
  29. C. Xu, Y. Makihara, X. Li, Y. Yagi, J. Lu, ``Speed-Invariant Gait Recognition Using Single-Support Gait Energy Image,'' Multimedia Tools and Applications, Vol. 78, No. 18, pp. 26509-26536, Sep. 2019 (Published online: 11 Jun. 2019). [open access]
  30. C. Xu, Y. Makihara, Y. Yagi, J. Lu, ``Gait-based Age Progression/Regression: A Baseline and Performance Evaluation by Age Group Classification and Cross-age Gait Identification,'' Machine Vision and Applications, Vol. 30, No. 4, pp. 629-644, Jun. 2019 (Published online: 7 Mar. 2019). [open access]
  31. K. Aoki, T. T. Ngo, I. Mitsugami, F. Okura, M. Niwa, Y. Makihara, Y. Yagi, H. Kazui, ``Early detection of lower MMSE scores in elderly based on dual-task gait,'' IEEE Access, Vol. 7, pp. 40085-40094, Mar. 2019. [open access]
  32. X. Li, Y. Makihara, C. Xu, Y. Yagi, M. Ren, ``Gait-based Human Age Estimation using Age Group-dependent Manifold Learning and Regression,'' Multimedia Tools and Applications, Vol. 77, No. 21, pp. 28333-28354, Nov. 2018. [open access]
  33. X. Li, Y. Makihara, C. Xu, D. Muramatsu, Y. Yagi, M. Ren, ``Gait Energy Response Functions for Gait Recognition against Various Clothing and Carrying Status,'' Applied Science, Vol. 8, No. 1380, pp. 1-22, Aug. 2018 (Published online: 30 Apr. 2018). [open access]
  34. M.Z. Uddin, T.T. Ngo, Y. Makihara, N. Takemura, X. Li, D. Muramatsu, Y. Yagi, ``The OU-ISIR Large Population Gait Database with Real-Life Carried Object and its performance evaluation,'' IPSJ Trans. on Computer Vision and Applications, Vol. 10, No. 5, May 2018. [open access]
  35. N. Takemura, Y. Makihara, D. Muramatsu, T. Echigo, Y. Yagi, ``Multi-view Large Population Gait Dataset and Its Performance Evaluation for Cross-view Gait Recognition,'' IPSJ Trans. on Computer Vision and Applications, Vol. 10, No. 4, pp. 1-14, Feb. 2018. [open access]
  36. C. Xu, Y. Makihara. G. Ogi, X. Li, Y. Yagi, J. Lu, ``The OU-ISIR Gait Database Comprising the Large Population Dataset with Age and Performance Evaluation of Age Estimation,'' IPSJ Trans. on Computer Vision and Applications, Vol. 9, No. 24, pp. 1-14, Dec. 2017. [open access]
  37. M.Z. Uddin, D. Muramatsu, T. Kimura, Y. Makihara, Y. Yagi, ``MultiQ: Single sensor-based multi-quality multi-modal large-scale biometric score database and its performance evaluation,'' IPSJ Trans. on Computer Vision and Applications, Vol. 9, No. 18 pp. 1-25, Jul. 2017. [open access]
  38. D. Muramatsu, Y. Makihara, and Y. Yagi, ``View Transformation Model Incorporating Quality Measures for Cross-view Gait Recognition,'' IEEE Trans. on Cybernetics, Vol. 46, No. 7, pp. 1602-1615, Jul. 2016 (Published online: 31 Jul. 2015). [PDF]
  39. Y. Makihara, T. Tanoue, D. Muramatsu, Y. Yagi, S. Mori, Y. Utsumi, M. Iwamura, and K. Kise, ``Individuality-preserving Silhouette Extraction for Gait Recognition,'' IPSJ Trans. on Computer Vision and Applications, Vol. 7, pp. 74-78, Jul. 2015. [open access]
  40. D. Muramatsu, Y. Makihara, and Y. Yagi, ``Cross-View Gait Recognition by Fusion of Multiple Transformation Consistency Measures,'' IET Biometrics, Vol. 4, No. 2, pp. 62-73, Jun. 2015.
  41. M. Rokanujjaman, M.S. Islam, M.A. Hossain, M.R. Islam, Y. Makihara, and Y. Yagi, ``Effective Part-Based Gait Identification using Frequency-Domain Gait Entropy Features,'' Multimedia Tools and Applications, Vol. 74, No. 9, pp. 3099-3120, May 2015 (Published online: 22 Nov. 2013). [PDF]
  42. C. Hua, Y. Makihara, Y. Yagi, S. Iwasaki, K. Miyagawa, and B. Li, ``Onboard Monocular Pedestrian Detection by Combining Spatio-Temporal HOG with Structure from Motion Algorithm,'' Machine Vision and Applications, Vol. 26, No. 2-3, pp. 161-183, Apr. 2015 (Published online: 3 Jan. 2015). [PDF]
  43. T.T. Ngo, Y. Makihara, H. Nagahara, Y. Mukaigawa, and Y. Yagi, ``Similar Gait Action Recognition using an Inertial Sensor,'' Pattern Recognition, Vol. 48, No. 4, pp. 1289-1301, Apr. 2015. [PDF]
  44. D. Muramatsu, A. Shiraishi, Y. Makihara, M.Z. Uddin, and Y. Yagi, ``Gait-based Person Recognition Using Arbitrary View Transformation Model,'' IEEE Trans. on Image Processing, Vol. 24, No. 1, pp. 140-154, Jan. 2015 (Published online: 20 Nov. 2014). [PDF]
  45. M.R. Aqmar, Y. Fujihara, Y. Makihara, and Y. Yagi, ``Gait Recognition by Fluctuations,'' Computer Vision and Image Understanding, pp. 38-52, Vol. 126, Sep. 2014. [PDF]
  46. T. Kimura, Y. Makihara, D. Muramatsu, and Y. Yagi, ``Quality-dependent Score-level Fusion of Face, Gait, and the Height Biometrics,'' IPSJ Trans. on Computer Vision and Applications, Vol. 6, pp. 53-57, Jul. 2014. [PDF]
  47. Y. Makihara, M.R. Aqmar, T.T. Ngo, H. Nagahara, R. Sagawa, Y. Mukaigawa, and Y. Yagi, ``Phase Estimation of a Single Quasi-periodic Signal,'' IEEE Trans. on Signal Processing, Vol. 62, No. 8, pp. 2066-2079, Apr. 2014. [PDF]
  48. T.T. Ngo, Y. Makihara, H. Nagahara, Y. Mukaigawa, and Y. Yagi, ``Orientation-Compensative Signal Registration for Owner Authentication using an Accelerometer,'' IEICE Trans. on Information and Systems, Vol. E97-D, No. 3, pp. 541-553, Mar. 2014. [PDF]
  49. T.T. Ngo, Y. Makihara, H. Nagahara, Y. Mukaigawa, and Y. Yagi, ``The Largest Inertial Sensor-based Gait Database and Performance Evaluation of Gait Recognition,'' Pattern Recognition, Vol. 47, No. 1, pp. 228-237, Jan. 2014. [PDF]
  50. H. Iwama, D. Muramatsu, Y. Makihara, and Y. Yagi, ``Gait Verification System for Criminal Investigation,'' IPSJ Trans. on Computer Vision and Applications, Vol. 5, pp. 163-175, Oct. 2013. [PDF]
  51. A. Mansur, Y. Makihara, and Y. Yagi, ``Inverse Dynamics for Action Recognition,'' IEEE Trans. on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 43, No. 4, pp. 1226-1236, Aug. 2013. [PDF]
  52. D. Muramatsu, Y. Makihara, and Y. Yagi, ``Gait Recognition by Fusing Direct Cross-view Matching Scores for Criminal Investigation,'' IPSJ Trans. on Computer Vision and Applications, Vol. 5, pp. 35-39, Jul. 2013. [PDF]
  53. C. Hua, Y. Makihara, and Y. Yagi, ``Pedestrian Detection by using a Spatio-temporal Histogram of Oriented Gradients,'' IEICE Trans. on Information and Systems, Vol. E96-D, No. 6, pp. 1376-1386, Jun. 2013. [PDF]
  54. H. Iwama, M. Okumura, Y. Makihara, and Y. Yagi, ``The OU-ISIR Gait Database Comprising the Large Population Dataset and Performance Evaluation of Gait Recognition,'' IEEE Trans. on Information Forensics and Security, Vol. 7, No. 5, pp. 1511-1521, Oct. 2012. [PDF]
  55. H. Iwama, Y. Makihara, and Y. Yagi, ``Group Context-Aware Person Identification in Video Sequences,'' IPSJ Trans. on Computer Vision and Applications, Vol. 4, pp. 87-99, Jul. 2012. [PDF]
  56. Y. Makihara, H. Mannami, A. Tsuji, M.A. Hossain, K. Sugiura, A. Mori, and Y. Yagi, ``The OU-ISIR Gait Database Comprising the Treadmill Dataset,'' IPSJ Trans. on Computer Vision and Applications, Vol. 4, pp. 53-62, Apr., 2012. [PDF]
  57. Y. Makihara, A. Mori, and Y. Yagi, ``Periodic Temporal Super Resolution based on Phase Registration and Manifold Reconstruction,'' IPSJ Trans. on Computer Vision and Applications, Vol. 3, pp. 134-147, Dec. 2011. [PDF]
  58. M.A. Hossain, Y. Makihara, J. Wang, and Y. Yagi ``Clothing-invariant gait identification using part-based clothing categorization and adaptive weight control,'' Pattern Recognition, Vol. 43, No. 6, pp. 2281-2291, Jun., 2010. [PDF]
  59. Y. Makihara, R. Sagawa, Y. Mukaigawa, T. Echigo, and Y. Yagi, ``Gait Identification Considering Body Tilt by Walking Direction Changes,'' Electronic Letters on Computer Vision and Image Analysis, Vol. 8, No. 1, pp. 15-26, Apr. 2009. [PDF]
  60. Y. Makihara, M. Takizawa, K. Ninokata, Y. Shirai, J. Miura, and N. Shimada, ``A Service Robot Acting by Occasional Dialog -Object Recognition Using Dialog with User and Sensor-Based Manipulation-,'' J. of Robotics and Mechatronics, Vol. 14, No. 2, pp. 124-132, Apr. 2002. [PDF]

International Conference (Reviewed)

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  1. C. Xu, S. Tsuji, Y. Makihara, L. Xiang, Y. Yagi, ``Occluded Gait Recognition via Silhouette Registration Guided by Automated Occlusion Degree Estimation,'' Proc. of the 11th IEEE Int. Workshop on Analysis and Modeling of Faces and Gestures, Paris, Oct. 2023.
  2. A. Shehata, M.A. Alsherfawi Aljazaerly, L. Gaher, X. Li, Y. Makihara, Y. Yagi, ``Online Model-based Gait Age and Gender Estimation,'' Proc. of the 7th IEEE Int. Joint Conf. on Biometrics (IJCB 2023), Ljubljana, Sep. 2023. [PDF]
  3. S. Yu, C. Wang, Y. Zhao, L. Wang, M. Wang, Q. Li, W. Li, R. Wang, Y. Huang, L. Wang, Y. Makihara, M.A.R. Ahad, ``Human Identification at a Distance: Challenges, Methods and Results on HID 2023,'' Proc. of the 7th IEEE Int. Joint Conf. on Biometrics (IJCB 2023), Ljubljana, Sep. 2023.
  4. J. Liu, S. Wu, F. Okura, Y. Makihara, Y. Yagi, ``Two-stream Graph Convolutional Networks with Task-specific Loss for Dual-task Gait Analysis,'' Proc. of the 45th Int. Conf. on Engineering in Medicine and Biology Society (EMBC 2023), Jul. 2023.
  5. C. Xu, Y. Makihara, X. Li, Y. Yagi, ``Gait Recognition From Fisheye Images,'' Proc. of the IEEE Computer Society Workshop on Biometrics 2023, Vancouver, pp. 1030-1040, Jun. 2023. [open access]
  6. Y. Jin, T. Kozawa, K. Aoki, T. Nakamura, Y. Makihara, Y. Yagi, ``Chemical information extraction from scanning electron microscopy images on the basis of image recognition,'' SPIE Advanced Lithography + Patterning, San Jose, California, USA, No. 12498-97, Mar. 2023. [Publisher's page]
  7. S. Yu, Y. Huang, L. Wang, Y. Makihara, S. Wang, M.A.R. Ahad and M.S. Nixon, ``HID 2022: The 3rd International Competition on Human Identification at a Distance,'' Proc. of the 6th IEEE Int. Joint Conf. on Biometrics (IJCB 2022), Abu Dhabi, UAE, Oct. 2022.
  8. S. Wu, F. Okura, Y. Makihara, K. Aoki, M. Niwa, and Y. Yagi, ``Early Detection of Low Cognitive Scores from Dual-task Performance Data Using a Spatio-temporal Graph Convolutional Neural Network,'' Proc. of the 43rd Annual Int. Conf. of the IEEE Engineering in Medicine and Biology Society (EMBC 2021), pp. 1895-1901, Nov. 2021. [PDF]
  9. X. Li, Y. Makihara, C. Xu, Y. Yagi, ``End-to-end Model-based Gait Recognition using Synchronized Multi-view Pose Constraint,'' Proc. of the 1st Int. Workshop on Human-centric Trustworthy Computer Vision: From Research to Applications, online, pp. 4106-4115, Oct. 2021. [open access]
  10. S. Yu, Y. Huang, L. Wang, Y. Makihara, E.G. Reyes, F. Zheng, M.A.R. Ahad, B. Lin, Y. Yang, X. Haijun, B. Huang, Y. Zhang, ``HID 2021: Competition on Human Identification at a Distance 2021,'' Proc. of the 5th Int. Joint Conf. on Biometrics (IJCB 2021), Shenzhen (hybrid), Aug. 2021. [PDF]
  11. Y. Makihara, Y. Hayashi, A. Shehata, D. Muramatsu, Y. Yagi, ``Estimation of Gait Relative Attribute Distributions using a Differentiable Trade-off Model of Optimal and Uniform Transports,'' Proc. of the 5th Int. Joint Conf. on Biometrics (IJCB 2021), Shenzhen, China (hybrid), pp. 1-8, Aug. 2021. [PDF]
  12. C. Xu, Y. Makihara, R. Liao, H. Niitsuma, X. Li, Y. Yagi, J. Lu, ``Real-Time Gait-Based Age Estimation and Gender Classification from a Single Image,'' Proc. of the IEEE Winter Conf. on Applications of Computer Vision 2021 (WACV 2021), online, pp. 1-11, Jan. 2021. [open access]
  13. Y. Hayashi, A. Shehata, Y. Makihara, D. Muramatsu, Y. Yagi, ``Deep Gait Relative Attribute using a Signed Quadratic Contrastive Loss,'' Proc. of the 25th International Conference on Pattern Recognition (ICPR 2020), online, pp. 8484-8491, Jan. 2021. [PDF]
  14. X. Li, Y. Makihara, C. Xu, Y. Yagi, S. Yu, M. Ren, ``End-to-end Model-based Gait Recognition,'' Proc. of the 15th Asian Conf. on Computer Vision (ACCV 2020), Kyoto, Japan (online), pp. 3-20, Dec. 2020. [open access]
  15. C. Xu, D. Adachi, Y. Makihara, Y. Yagi, J. Lu, ``DeformGait: Gait Recognition under Posture Changes using Deformation Patterns between Gait Feature Pairs,'' Proc. of the 4th Int. Joint Conference on Biometrics (IJCB 2020), Houston, TX, USA (online), pp. 1-10, Sep. 2020. [PDF]
  16. A. Sakata, Y. Makihara, N. Takemura, D. Muramatsu, Y. Yagi, ``How Confident Are You in Your Estimate of a Human Age? Uncertainty-aware Gait-based Age Estimation by Label Distribution Learning,'' Proc. of the 4th Int. Joint Conference on Biometrics (IJCB 2020), Houston, TX, USA (online), pp. 1-10, Sep. 2020. [PDF] (One of Best-Reviewed Papers)
  17. C. Xu, Y. Makihara, X. Li, Y. Yagi, J. Lu, ``Gait Recognition from a Single Image using a Phase-Aware Gait Cycle Reconstruction Network,'' Proc. of the 16th European Conf. on Computer Vision (ECCV 2020), Glasgow, UK (online), pp. 386-403, Aug. 2020. [open access]
  18. M.G. Abdu-Aguye, W. Gomaa, Y. Makihara, Y. Yagi, ``Adaptive Pooling Is All You Need: An Empirical Study on Hyperparameter-insensitive Human Action Recognition Using Wearable Sensors,'' Proc. of the 2020 Int. Joint. Conf. on Neural Network (IJCNN 2020), Glasgow, UK (online), pp. 1-6, Jul. 2020. [PDF]
  19. X. Li, Y. Makihara, C. Xu, Y. Yagi, M. Ren, ``Gait Recognition via Semi-supervised Disentangled Representation Learning to Identity and Covariate Features,'' Proc. the 33rd IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, WA, USA, pp. 13309-13319, Jun. 2020. [open access]
  20. M. Abdu-Aguye, W. Gomaa, Y. Makihara, Y. Yagi, ``Detecting Adversarial Attacks in Time-series Data,'' Proc. of the 45th Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP 2020), Barcelona, Spain, pp. 3092-3096, May 2020. [open access]
  21. A. Shehata, Y. Hayashi, Y. Makihara, D. Muramatsu, Y. Yagi, ``Does My Gait Look Nice? Human Perception-based Gait Relative Attributes Estimation by Dense Trajectory Analysis,'' The 5th Asian Conf. on Pattern Recognition (ACPR 2019), Auckland, New Zealand, pp. 90-105, Nov. 2019. [PDF]
  22. X. Li, Y. Makihara, C. Xu, Y. Yagi, M. Ren, ``Make the Bag Disappear: Carrying Status-invariant Gait-based Human Age Estimation using Parallel Generative Adversarial Networks,'' Proc. of the IEEE 10th Int. Conf. on Biometrics: Theory, Applications and Systems (BTAS 2019), Tampa, Florida, USA, Sep. 2019. [PDF]
  23. M. Abduaguye, W. Gomaa, Y. Makihara, Y. Yagi, ``On The Feasibility of On-Body Roaming Models in Human Activity Recognition,'' Proc. of the 16th Int. Conf. on Informatics in Control, Automation and Robotics (ICINCO 2019), Prague, Czech republic, Jul. 2019. [PDF]
  24. A. Elkholy, Y. Makihara, W. Gomaa, A.R. Ahad, Y. Yagi, ``Unsupervised GEI-Based Gait Disorders Detection From Different Views,'' Proc. of the 41st Engineering in Medicine and Biology Conference (EMBC 2019), Jul. 2019. [PDF]
  25. T.T. Ngo, M.A.R. Ahad, A.D. Antar, M. Ahmed, D. Muramatsu, Y. Makihara, Y. Yagi, S. Inoue, T. Hossain, Y. Hattori, ``OU-ISIR Wearable Sensor-based Gait Challenge: Age and Gender,'' The 12th IAPR Int. Conf. On Biometrics (ICB 2019), Crete, Greece, pp. 1-6, Jun. 2019. [PDF]
  26. A. Sakata, Y. Makihara, N. Takemura, D. Muramatsu, Y. Yagi, ``Gait-based Age Estimation using a DenseNet,'' Proc. of the Int. Workshop on Attention/Intention Understanding (AIU 2018), pp. 55-63, Dec. 2018. [PDF]
  27. Y. Makihara, G. Ogi, Y. Yagi, ``Geometrically Consistent Pedestrian Trajectory Extraction for Gait Recognition,'' Proc. of the IEEE 9th Int. Conf. on Biometrics: Theory, Applications and Systems (BTAS 2018), Redondo Beach, CA, USA, pp. 1-11, Oct. 2018. [PDF]
  28. Y. Makihara, D. Adachi, C. Xu, Y. Yagi, ``Gait Recognition by Deformable Registration,'' Proc. of the IEEE Computer Society Workshop on Biometrics 2018, pp. 561-571, Salt Lake City, Utah, USA, Jun. 2018. [open access]
  29. H. El-Alfy, C. Xu, Y. Makihara, D. Muramatsu, and Y. Yagi, ``A Geometric View Transformation Model using Free-form Deformation for Cross-view Gait Recognition,'' Proc. of the 4th Asian Conf. on Pattern Recognition (ACPR 2017), pp. 929-934, Nanjing, China, Nov. 2017. [PDF]
  30. Y. Makihara, A. Suzuki, D. Muramatsu, X. Li, and Y. Yagi, ``Joint Intensity and Spatial Metric Learning for Robust Gait Recognition,'' Proc. of the 30th IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2017), pp. 5705-5715, Honolulu, Hawaii, USA, Jul. 2017. [PDF]
  31. H. El-Alfy, D. Muramatsu, Y. Teranishi, N. Nishinaga, Y. Makihara, and Y. Yagi, ``A Visual Surveillance System for Person Re-Identification,'' Proc. of the 13th Int. Conf. on Quality Control by Artificial Vision (QCAV 2017), SPIE, Vol. 10338, No. 103380D, pp. 1-7, Tokyo, Japan, May 2017. [PDF]
  32. M. Hasan, Y. Makihara, D. Muramatsu, and Y. Yagi, "Gait Gate: An Online Walk-through Multimodal Biometric Verification System using a Single RGB-D Sensor", Proc. of Workshop on Human Identification for Surveillance (HIS): Methods & Applications (in conjunction with ACCV 2016), pp. 330-344, Taipei, Taiwan, Nov. 2016. [PDF]
  33. C. Xu, Y. Makihara, X. Li, Y. Yagi, and J. Lu, ``Speed Invariance vs. Stability: Cross-Speed Gait Recognition Using Single-Support Gait Energy Image,'' Proc. of the 13th Asian Conf. on Computer Vision (ACCV 2016), pp. 52-67, Taipei, Taiwan, Nov. 2016. [PDF]
  34. X. Li, Y. Makihara, C. Xu, D. Muramatsu, Y. Yagi, and M. Ren, ``Gait Energy Response Function for Clothing-invariant Gait Recognition,'' Proc. of the 13th Asian Conf. on Computer Vision (ACCV 2016), pp. 257-272, Taipei, Taiwan, Nov. 2016. [PDF]
  35. Y. Makihara, T. Kimura, F. Okura, I. Mitsugami, M. Niwa, C. Aoki, A. Suzuki, D. Muramatsu, and Y. Yagi, ``Gait Collector: An Automatic Gait Data Collection System in Conjunction with an Experience-based Long-run Exhibition'' Proc. of the 8th IAPR Int. Conf. on Biometrics (ICB 2016), No. O17, pp. 1-8, Halmstad, Sweden, Jun. 2016. [PDF]
  36. K. Shiraga, Y. Makihara, D. Muramatsu, T. Echigo, and Y. Yagi, ``GEINet: View-Invariant Gait Recognition Using a Convolutional Neural Network'', Proc. of the 8th IAPR Int. Conf. on Biometrics (ICB 2016), No. O19, pp. 1-8, Halmstad, Sweden, Jun. 2016. [PDF] (Honorable Mention Paper Award)
  37. D. Muramatsu, Y. Makihara, and Y. Yagi, ``Gait Regeneration for Recognition,'' Proc. of the 7th IAPR Int. Conf. on Biometrics (ICB 2015), Paper ID 60, pp.1-8, Phuket, Thailand, May, 2015. [PDF]
  38. T. Kimura, Y. Makihara, D. Muramatsu, and Y. Yagi, "Single Sensor-based Multi-quality Multi-modal Biometric Score Database and Its Performance Evaluation", In Proc. of the 7th IAPR Int. Conf. on Biometrics (ICB 2015), Paper ID 61, pp.1-8, Phuket, Thailand, May, 2015. [PDF] (Presented at Best-Reviewed Papers Session)
  39. Y. Makihara, A. Mansur, D. Muramatsu, M.Z. Uddin, and Y. Yagi, ``Multi-view Discriminant Analysis with Tensor Representation and Its Application to Cross-view Gait Recognition,'' Proc. of the 11th IEEE Conf. on Automatic Face and Gesture Recognition (FG 2015), Paper ID: 126, pp. 1-8, Ljubljana, Slovenia, Apr. 2015. [PDF]
  40. Y. Makihara, D. Muramatsu, M.A. Hossain, H. Iwama, T.T. Ngo, and Y. Yagi, ``Score-Level Fusion by Generalized Delaunay Triangulation,'' Proc. of the 2nd IEEE/IAPR Int. Joint Conf. on Biometrics (IJCB 2014), No. O18, pp. 1-8, Clearwater, Florida, USA, Sep., 2014. [PDF]
  41. A. Mansur, Y. Makihara, D. Muramatsu, and Y. Yagi, ``Cross-view Gait Recognition using View-dependent Discriminative Analysis,'' Proc. of the 2nd IEEE/IAPR Int. Joint Conf. on Biometrics (IJCB 2014), No. O20, pp. 1-8, Clearwater, Florida, USA, Sep. 2014. [PDF]
  42. A. Mansur, Y. Makihara, M.R. Aqmar, and Y. Yagi, ``Gait Recognition under Speed Transition,'' Proc. of the 27th IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2014), pp. 2521-2528, Columbus, Ohio, USA, Jun. 2014. [PDF]
  43. D. Muramatsu, Y. Makihara, and Y. Yagi, ``View transformation-based Cross View Gait Recognition Using Transformation Consistency Measure,'' Proc. of the 2nd Int. Workshop on Biometrics and Forensics (IWBF 2014), Paper ID: 40, pp. 1-6, Valletta, Malta, Mar. 2014. [PDF] (IAPR Best Paper Award)
  44. D. Muramatsu, Y. Makihara, and Y. Yagi, ``Are Intermediate Views Beneficial for Gait Recognition using a View Transformation Model?,'' Proc. of the 20th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV 2014), pp. 222-227, Nago, Japan, Feb. 2014. [PDF]
  45. S. Lombardi, K. Nishino, Y. Makihara, and Y. Yagi, ``Two-Point Gait: Decoupling Gait from Body Shape,'' Proc. of the 14th IEEE International Conference on Computer Vision (ICCV 2013), pp. 1041-1048, Sydney, Australia, Dec. 2013. [PDF]
  46. D. Muramatsu, Y. Makihara, and Y. Yagi, ``Quality-dependent View Transformation Model for Cross-view Gait Recognition,'' Proc. of the IEEE 6th Int. Conf. on Biometrics: Theory, Applications and Systems (BTAS 2013), Washington D.C., USA, Paper ID: 12, pp. 1-8, Sep. 2013. [PDF] (Selected as Papers with the Best Reviews)
  47. D. Muramatsu, H. Iwama, Y. Makihara, and Y. Yagi, ``Multi-view Multi-modal Person Authentication from a Single Walking Image Sequence,'' Proc. of the 6th IAPR Int. Conf. on Biometrics (ICB 2013), Paper ID: 92, pp. 1-8, Madrid, Spain, Jun. 2013. [PDF]
  48. Y. Makihara, D. Muramatsu, H. Iwama, and Y. Yagi, ``On Combining Gait Features,'' Proc. of the 10th IEEE Conf. on Automatic Face and Gesture Recognition (FG 2013), Paper ID: 355, pp. 1-8, Shanghai, China, Apr. 2013. [PDF]
  49. Y. Makihara, Y. Fujihara, and Y. Yagi, ``Can Gait Fluctuations Improve Gait Recognition?,'' Proc. of the 21st Int. Conf. on Pattern Recognition (ICPR 2012), pp. 3276-3279, Tsukuba, Japan, Nov. 2012. [PDF]
  50. A. Mansur, Y. Makihara, and Y. Yagi, ``View-invariant Gait Recognition from Low Frame-rate Videos,'' Proc. of the 21st Int. Conf. on Pattern Recognition (ICPR 2012), pp. 2383-2386, Tsukuba, Japan, Nov. 2012. [PDF]
  51. R. Kawai, Y. Makihara, C. Hua, H. Iwama, and Y. Yagi, ``Person Re-identification using View-dependent Score-level Fusion of Gait and Color Features,'' Proc. of the 21st Int. Conf. on Pattern Recognition (ICPR 2012), pp. 2694-2697, Tsukuba, Japan, Nov. 2012. [PDF]
  52. T.T. Ngo, Y. Makihara, H. Nagahara, Y. Mukaigawa, and Y. Yagi, ``Inertial-sensor-based Walking Action Recognition using Robust Step Detection and Inter-class Relationships,'' Proc. of the 21st Int. Conf. on Pattern Recognition (ICPR 2012), pp. 3811-3814, Tsukuba, Japan, Nov. 2012. [PDF]
  53. H. Nakajima, Y. Makihara, H. Hsu, I. Mitsugami, M. Nakazawa, H. Yamazoe, H. Habe, and Y. Yagi, ``Point Cloud Transport,'' Proc. of the 21st Int. Conf. on Pattern Recognition (ICPR 2012), pp. 3803-3806, Tsukuba, Japan, Nov. 2012. [PDF]
  54. M. Nakazawa, I. Mitsugami, Y. Makihara, H. Nakajima, H. Yamazoe, H. Habe, and Y. Yagi, ``Dynamic Scene Reconstruction using Asynchronous Multiple Kinects,'' Proc. of the 21st Int. Conf. on Pattern Recognition (ICPR 2012), pp. 469-472, Tsukuba, Japan, Nov. 2012. [PDF]
  55. Y. Makihara, B.S. Rossa, and Y. Yagi, ``Gait Recognition using Images of Oriented Smooth Pseudo Motion,'' Proc. of the 2012 IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC 2012), pp. 1309-1314, Seoul, Korea, Oct. 2012. [PDF]
  56. H. Iwama, D. Muramatsu, Y. Makihara, and Y. Yagi, ``Gait-based Person-Verification System for Forensics,'' Proc. of the IEEE 5th Int. Conf. on Biometrics: Theory, Applications and Systems (BTAS 2012), Paper ID 49, pp. 1-8, Washington D.C., USA, Sep. 2012. [PDF]
  57. D. Muramatsu, A. Shiraishi, Y. Makihara, and Y. Yagi, ``Arbitrary View Transformation Model for Gait Person Authentication,'' Proc. of the IEEE 5th Int. Conf. on Biometrics: Theory, Applications and Systems (BTAS 2012), Paper ID 39, pp. 1-6, Washington D.C., USA, Sep. 2012. [PDF]
  58. N. Akae, A. Mansur, Y. Makihara, and Y. Yagi, ``Video from Nearly Still: an Application to Low Frame-rate Gait Recognition,'' Proc. of the 25th IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2012), pp. 1537-1543, Providence, RI, USA, Jun. 2012. [PDF]
  59. T.T. Ngo, Y. Makihara, H. Nagahara, Y. Mukaigawa, and Y. Yagi, ``Performance Evaluation of Gait Recognition using the Largest Inertial Sensor-based Gait Database,'' Proc. of the 5th IAPR Int. Conf. on Biometrics (ICB 2012), Paper ID 182, pp. 1-7, New Delhi, India, Mar. 2012. [PDF]
  60. Y. Makihara, M. Okumura, H. Iwama, and Y. Yagi, ``Gait-based Age Estimation using a Whole-generation Gait Database,'' Proc. of the Int. Joint Conf. on Biometrics (IJCB 2011), Paper ID 195, pp. 1-6, Washington D.C., USA, Oct. 2011. [PDF] (Presented at Best-Reviewed Papers Session)
  61. Y. Makihara, M.A. Hossain, D. Muramatsu, and Y. Yagi, ``Score-level Fusion based on the Direct Estimation of the Bayes Error Gradient Distribution,'' Proc. of the Int. Joint Conf. on Biometrics (IJCB 2011), Paper ID 197, pp. 1-8, Washington D.C., USA, Oct. 2011. [PDF]
  62. N. Akae, Y. Makihara, and Y. Yagi, ``Gait Recognition using Periodic Temporal Super Resolution for Low Frame-rate Videos,'' Proc. of the Int. Joint Conf. on Biometrics (IJCB 2011), Paper ID 190, pp. 1-7, Washington D.C., USA, Oct. 2011. [PDF]
  63. T.T. Ngo, Y. Makihara, H. Nagahara, R. Sagawa, Y. Mukaigawa, and Y. Yagi, ``Phase Registration in a Gallery Improving Gait Authentication,'' Proc. of the Int. Joint Conf. on Biometrics (IJCB 2011), Paper ID 178, pp. 1-7, Washington D.C., USA, Oct. 2011. [PDF]
  64. Y. Makihara, M. Okumura, Y. Yagi, and S. Morishima, ``The Online Gait Measurement for Characteristic Gait Animation Synthesis,'' Proc. of the Human Computer Interaction Int. 2011, Virtual and Mixed Reality - New Trends, Vol. 6773, pp. 325-334, Springer, Orlando, FL, USA, Jul. 2011. [PDF]
  65. A. Mansur, Y. Makihara, and Y. Yagi, ``Action Recognition Using Dynamics Features,'' Proc. of the 2011 IEEE Int. Conf. on Robotics and Automation (ICRA 2011), pp. 4020-4025, Shanghai, China, May, 2011. [PDF]
  66. N. Akae, Y. Makihara, and Y. Yagi, ``The Optimal Camera Arrangement by a Performance Model for Gait Recognition,'' Proc. of the 9th IEEE Conf. on Automatic Face and Gesture Recognition (FG 2011), pp. 292-297, Santa Barbara, CA, USA, Mar. 2011. [PDF]
  67. Y. Makihara, A. Mori, and Y. Yagi, ``Temporal Super Resolution from a Single Quasi-Periodic Image Sequence Based on Phase Registration,'' Proc. of the 10th Asian. Conf. on Computer Vision (ACCV 2010), pp. 107-120, Queenstown, New Zealand, Nov. 2010. [PDF]
  68. Y. Makihara, H. Mannami, and Y. Yagi, ``Gait Analysis of Gender and Age Using a Large-Scale Multi-View Gait Database,'' Proc. of the 10th Asian. Conf. on Computer Vision (ACCV 2010), pp. 975-986, Queenstown, New Zealand, Nov. 2010. [PDF]
  69. Y. Makihara, T.T. Ngo, H. Nagahara, R. Sagawa, Y. Mukaigawa, and Y. Yagi, ``Phase Registration of a Single Quasi-Periodic Signal Using Self Dynamic Time Warping,'' Proc. of the 10th Asian. Conf. on Computer Vision (ACCV 2010), pp. 1965-1975, Queenstown, New Zealand, Nov. 2010. [PDF]
  70. Y. Makihara and Y. Yagi, ``Earth Mover's Morphing: Topology-Free Shape Morphing Using Cluster-Based EMD Flows,'' Proc. of the 10th Asian. Conf. on Computer Vision (ACCV 2010), pp. 2302-2315, Queenstown, New Zealand, Nov. 2010. [PDF]
  71. H. Iwama, Y. Makihara, and Y. Yagi, ``Foreground and Shadow Segmentation Based on a Homography-Correspondence Pair,'' Proc. of the 10th Asian. Conf. on Computer Vision (ACCV 2010), pp. 2790-2802, Queenstown, New Zealand, Nov. 2010. [PDF]
  72. M. Okumura, H. Iwama, Y. Makihara, and Yasushi Yagi, ``Performance Evaluation of Vision-based Gait Recognition using a Very Large-scale Gait Database,'' Proc. of the IEEE 4th Int. Conf. on Biometrics: Theory, Applications and Systems (BTAS 2010), pp. 1-6, Washington D.C., USA, Sep. 2010. [PDF]
  73. Y. Makihara, M.A. Hossain, and Y. Yagi, ``How to Control Acceptance Threshold for Biometric Signatures with Different Confidence Values?,'' Proc. of the 20th Int. Conf. on Pattern Recognition (ICPR 2010), pp. 1208-1211, Istanbul, Turkey, Aug. 2010. [PDF]
  74. Y. Makihara and Y. Yagi, ``Cluster-Pairwise Discriminant Analysis,'' Proc. of the 20th Int. Conf. on Pattern Recognition (ICPR 2010), pp. 577-580, Istanbul, Turkey, Aug. 2010. [PDF]
  75. A. Mori, Y. Makihara, and Y. Yagi, ``Gait Recognition using Period-based Phase Synchronization for Low Frame-rate Videos,'' Proc. of the 20th Int. Conf. on Pattern Recognition (ICPR 2010), pp. 2194-2197, Istanbul, Turkey, Aug. 2010. [PDF]
  76. A. Tsuji, Y. Makihara, and Y. Yagi, ``Silhouette Transformation based on Walking Speed for Gait Identification,'' Proc. of the 23rd IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2010), pp. 717-722, San Francisco, CA, USA, Jun. 2010. [PDF]
  77. M. Okumura, Y. Makihara, S. Nakamura, S. Morishima, and Y. Yagi, ``The Online Gait Measurement for the Audience-Participant Digital Entertainment,'' Proc. of the Invited Workshop on Vision Based Human Modeling and Synthesis in Motion and Expression, No. IW1-3, pp. 1-10, Xi'an, China, Sep. 2009. [PDF]
  78. J. Wang, Y. Yagi, and Y. Makihara, ``People Tracking and Segmentation using Efficient Shape Sequences Matching,'' Proc. of the 9th Asian Conf. on Computer Vision (ACCV 2009), pp. 204-213, Xi'an, China, Sep. 2009. [PDF]
  79. S. Nakamura, M. Shiraishi, S. Morishima, M. Okumura, Y. Makihara, and Y. Yagi, ``Characteristic Gait Animation Synthesis from Single View Silhouette,'' Proc. of the 36th Int. Conf. and Exhibition on Computer Graphics and Interactive Technieques (SIGGRAPH 2009), Poster, No. 16B, p. 1, New Orieans, Louisiana, USA, Aug. 2009. [PDF]
  80. Y. Makihara and Y. Yagi, ``Silhouette Extraction based on Iterative Spatio-temporal Local Color Transformation and Graph-Cut Segmentation,'' Proc. of the 19th Int. Conf. on Pattern Recognition (ICPR 2008), Paper ThAT1.4, pp. 1-4, Tampa, USA, Dec. 2008. [PDF]
  81. M.A. Hossain, Y. Makihara, J. Wang, and Y. Yagi, ``Clothes-Invariant Gait Identification using Part-based Adaptive Weight Control,'' Proc. of the 19th Int. Conf. on Pattern Recognition (ICPR 2008), Paper TuAT2.3, pp, 1-4, Tampa, USA, Dec. 2008. [PDF]
  82. J. Wang, Y. Makihara, and Y. Yagi, ``People Tracking and Segmentation Using Spatiotemporal Shape Constraints,'' Proc. of the 1st ACM Int. Workshop on Vision Networks for Behaviour Analysis, pp. 31-38, Vancouver, Canada, Oct. 2008. [PDF]
  83. K. Sugiura, Y. Makihara, and Y. Yagi, ``Omnidirectional Gait Identification by Tilt Normalization and Azimuth View Transformation,'' Proc. of the 8th Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras (OMNIVIS 2008), No. 15, pp. 1-14, Marseille, France, Oct. 2008. [PDF]
  84. J. Wang, Y. Makihara, and Y. Yagi, ``Human Tracking and Segmentation Supported by Silhouette-based Gait Recognition,'' Proc. of the 2008 IEEE Int. Conf. on Robotics and Automation (ICRA 2008), pp. 1698-1703, Pasadena, USA, May 2008. [PDF]
  85. K. Sugiura, Y. Makihara, and Y. Yagi, ``Gait Identification based on Multi-view Observations using Omnidirectional Camera,'' Proc. of the 8th Asian Conf. on Computer Vision (ACCV 2007), Vol. 1, pp. 452-461, Tokyo, Japan, Nov. 2007. [PDF]
  86. Y. Makihara, R. Sagawa, Y. Mukaigawa, T. Echigo, and Y. Yagi, ``Adaptation to Walking Direction Changes for Gait Identification,'' Proc. of the 18th Int. Conf. on Pattern Recognition (ICPR 2006), Vol. 2, pp. 96-99, Hong Kong, China, Aug. 2006. [PDF]
  87. Y. Makihara, R. Sagawa, Y. Mukaigawa, T. Echigo, and Y. Yagi, ``Which Reference View is Effective for Gait Identification Using a View Transformation Model?,'' Proc. of the IEEE Computer Society Workshop on Biometrics 2006, pp. 1-8, New York, USA, Jun. 2006. [PDF]
  88. Y. Makihara, R. Sagawa, Y. Mukaigawa, T. Echigo, and Y. Yagi, ``Gait Recognition Using a View Transformation Model in the Frequency Domain,'' Proc. of the 9th European Conf. on Computer Vision (ECCV 2006), Vol. 3, pp. 151-163, Graz, Austria, May 2006. [PDF]
  89. R. Sagawa, Y. Makihara, T. Echigo, and Y. Yagi, ``Matching Gait Image Sequences in the Frequency Domain for Tracking People at a Distance,'' Proc. of the 7th Asian Conf. on Computer Vision (ACCV 2006), Vol. 2, pp. 141-150, Hyderabad, India, Jan. 2006. [PDF]
  90. Y. Makihara, J. Miura, Y. Shirai, and N. Shimada, ``Strategy for Displaying the Recognition Result in Interactive Vision,'' Proc. of the 2nd Int. Workshop on Language Understanding and Agents for Real World Interaction, pp. 467-474, Singapore, Singapore, Nov. 2005. [PDF]
  91. Y. Makihara, Y. Shirai, and N. Shimada, ``Online Learning of Color Transformation for Interactive Object Recognition under Various Lighting Conditions,'' Proc. of the 17th Int. Conf. on Pattern Recognition (ICPR 2004), Vol. 3, pp. 161-164, Cambridge, UK, Aug. 2004. [PDF]
  92. J. Miura, Y. Shirai, N. Shimada, Y. Makihara, M. Takizawa, and Y. Yano, ``Development of a Personal Service Robot with User-Friendly Interfaces,'' Proc. of the 4th Int. Conf. on Field and Service Robotics (FSR 2003), pp. 293-298, Yamanashi, Japan, Jul. 2003. [PDF]
  93. M. Takizawa, Y. Makihara, N. Shimada, J. Miura, and Y. Shirai, ``A Service Robot with Interactive Vision -Object Recognition Using Dialog with User,'' Proc. of the 1st Int. Workshop on Language Understanding and Agents for Real World Interaction, pp. 16-23, Hokkaido, Japan, Jul. 2003. [PDF]
  94. Y. Makihara, M. Takizawa, Y. Shirai, and N. Shimada, ``Object Recognition under Various Lighting Conditions,'' Proc. of the 13th Scandinavian Conf. on Image Analysis (SCIA 2003), pp. 899-906, Goteborg, Sweden, Jul. 2003. [PDF]
  95. Y. Makihara, M. Takizawa, Y. Shirai, J. Miura, and N. Shimada, ``Object Recognition Supported by User Interaction for Service Robots,'' Proc. of the 16th Int. Conf. on Pattern Recognition (ICPR 2002), Vol. 3, pp. 561-564, Quebec, Canada, Aug. 2002. [PDF]
  96. Y. Makihara, M. Takizawa, Y. Shirai, J. Miura, and N. Shimada, ``Object Recognition Supported by User Interaction for Service Robots,'' Proc. of the 5th Asian Conf. on Computer Vision (ACCV 2002), Vol. 2, pp. 719-724, Melbourne, Australia, Jan. 2002. [PDF]

International Conference (Without Review)

 [top]
  1. H. Kawachi, T. Nakamura, K. Iwata, Y. Makihara, Y. Yagi, ``Snapshot super-resolution depth measurement using depth regularization and a diffraction grating,'' OSK-OPTICA-OSJ Joint Symposia on Optics 2023, Jeju, No. W1B-XI.03, Aug. 2023.
  2. A. Shehata, Y. Makihara, D. Muramatsu, M. A. R. Ahad, Y. Yagi, ``Annotator-dependent uncertainty-aware estimation of gait relative attributes,'' Int. Workshop on Symbolic-Neural Learning (SNL 2023), Tokyo, Jun. 2023.
  3. X. Li, Y. Makihara, C. Xu, Y. Yagi, ``Multi-view Large Population Gait Database with Human Meshes and Its Performance Evaluation,'' The 26th SANKEN International Symposium, Suita, Japan, Jan. 2023.
  4. H. Kawachi, T. Nakamura, Y. Makihara, Y. Yagi, ``Snapshot super-resolution time-of-flight imaging by PSF engineering and untrained deep neural-network prior,'' 5th International Workshop on Image Sensors and Imaging Systems (IWISS2022), Hamamatsu, No. 5, Dec. 2022.
  5. X. Li, Y. Makihara, C. Xu, Y. Yagi, ``End-to-end Model-based Gait Recognition using Synchronized Multi-view Pose Constraint,'' The 25th SANKEN International Symposium, online, Jan. 2022.
  6. C. Xu, Y. Makihara, R. Liao, H. Niitsuma, X. Li, Y. Yagi, J. Lu, ``Real-Time Gait-Based Age Estimation and Gender Classification from a Single Image,'' The 25th SANKEN International Symposium, online, Jan. 2022.
  7. Y. Makihara, R. Takami, Y. Yagi, E. Kawabata, Y. Kinugasa, S. Tashiro, ``A bottom-up approach to chromosome detection using graph partitioning,'' The 5th International Symposium of the Network-type Joint Usage/Research Center for Radiation Disaster Medical Science, online, Feb. 2021.
  8. A. Shehata, Y. Hayashi, Y. Makihara, D. Muramatsu, Y. Yagi, ``Does My Gait Look Nice? Human Perception-Based Gait Relative Attribute Estimation Using Dense Trajectory Analysis,'' The 2nd International Symposium on Symbiotic Intelligent Systems, Osaka, Jan. 2020.
  9. A. Shehata, Y. Hayashi, Y. Makihara, D. Muramatsu, Y. Yagi, ``Does My Gait Look Nice? Human Perception-Based Gait Relative Attribute Estimation Using Dense Trajectory Analysis,'' The 23rd SANKEN International Symposium, Awaji, Jan. 2020.
  10. S. Yu, Y. Huang, Y. Makihara, D. Muramatsu, L. Wang, Y. Yagi, T.T. Ngo, ``[Tutorial] Human Identification at a Distance by Gait Analysis,'' Proc. of the 33rd AAAI Conf. on Artificial Intelligence, Honolulu, HI, USA, Jan. 2019.
  11. A. Sakata, Y. Makihara, N. Takemura, D. Muramatsu, Y. Yagi, ``Gait-based Age Estimation using a DenseNet,'' Proc. of the 13th Int. Workshop on Robust Computer Vision, Beijing, China, Jan. 2019.
  12. M.Z. Uddin, T.T. Ngo, Y. Makihara, N. Takemura, X. Li, D. Muramatsu, Y. Yagi, ``The OU-ISIR Large Population Gait Database with Real-Life Carried Object and its performance evaluation,'' Proc. of the 13th Int. Workshop on Robust Computer Vision, Beijing, China, Jan. 2019.
  13. Y. Makihara, D. Adachi, C. Xu, Y. Yagi, ``Gait Recognition by Deformable Registration,'' Proc. of the 13th Int. Workshop on Robust Computer Vision, Beijing, China, Jan. 2019.
  14. C. Xu, Y. Makihara, G. Ogi, X. Li, Y. Yagi, J. Lu, ``The OU-ISIR Gait Database Comprising the Large Population Dataset with Age and Performance Evaluation of Age Estimation,'' Proc. of the 13th Int. Workshop on Robust Computer Vision, Beijing, China, Jan. 2019.
  15. X. Li, Y. Makihara, C. Xu, D. Muramatsu, Y. Yagi, M. Ren, ``Gait Energy Response Functions for Gait Recognition against Various Clothing and Carrying Status,'' Proc. of the 13th Int. Workshop on Robust Computer Vision, Beijing, China, Jan. 2019.
  16. Y. Makihara, G. Ogi, Y. Yagi, ``Geometrically Consistent Pedestrian Trajectory Extraction for Gait Recognition,'' Proc. of the 13th Int. Workshop on Robust Computer Vision, Beijing, China, Jan. 2019.
  17. C. Xu, Y. Makihara, G. Ogi, X. Li, Y. Yagi, J. Lu, ``The OU-ISIR Gait Database Comprising the Large Population Dataset with Age and Performance Evaluation of Age Estimation,'' Proc. of the 22nd SANKEN Int. Symposium, Suita, Japan, Jan. 2019.
  18. M.Z. Uddin, T.T. Ngo, Y. Makihara, N. Takemura, X. Li, D. Muramatsu, Y. Yagi, ``Construction and Performance Evaluation of the OU-ISIR Large Population Gait Database with Real-life Carried Object,'' Proc. of the 22nd SANKEN Int. Symposium, Suita, Japan, Jan. 2019.
  19. M.A.R. Ahad and Y. Makihara, ``Tutorial on Action and Gait Recognition - from Basics to the Future,'' The 1st Int. Conf. on Innovation in Engineering and Technology (ICIET 2018), Dhaka, Bangladesh, Dec. 2018.
  20. M.Z. Uddin, D. Muramatsu, T. Kimura, Y. Makihara, Y. Yagi, ``MultiQ: Single sensor-based multi-quality multi-modal large-scale biometric score database and its performance evaluation,'' Proc. of the 12th Int. Workshop on Robust Computer Vision, Nara, Japan, Jan. 2018.
  21. H. El-Alfy, C. Xu, Y. Makihara, D. Muramatsu, Y. Yagi, ``A Geometric View Transformation Model using Free-form Deformation for Cross-view Gait Recognition,'' Proc. of the 12th Int. Workshop on Robust Computer Vision (IWRCV 2018), Nara, Japan, Jan. 2018.
  22. Y. Makihara, A. Suzuki, D. Muramatsu, X. Li, Y. Yagi, ``Joint Intensity and Spatial Metric Learning for Robust Gait Recognition,'' Proc. of the 12th Int. Workshop on Robust Computer Vision (IWRCV 2018), Jan. 2018.
  23. N. Takemura, Y. Makihara, D. Muramatsu, T. Echigo, Y. Yagi, ``Appropriate Network Architecture According to a Situation for Convolutional Neural Network-based Cross-view Gait Recognition,'' Proc. of the 12th Int. Workshop on Robust Computer Vision (IWRCV 2018), Nara, Japan, Jan. 2018.
  24. Y. Makihara, T. Kimura, F. Okura, I. Mitsugami, M. Niwa, C. Aoki, A. Suzuki, D. Muramatsu, and Y. Yagi, ``Gait Collector: An Automatic Gait Data Collection System in Conjunction with an Experience-based Long-run Exhibition,'' Proc. of the 11th Int. Workshop on Robust Computer Vision (IWRCV 2016), Daejeon, Korea, Dec. 2016.
  25. X. Li, Y. Makihara, C. Xu, D. Muramatsu, Y. Yagi, and M. Ren, ``Gait Energy Response Function for Clothing-invariant Gait Recognition,'' Proc. of the 11th Int. Workshop on Robust Computer Vision (IWRCV 2016), Daejeon, Korea, Dec. 2016.
  26. C. Xu, Y. Makihara, X. Li, Y. Yagi, and J. Lu, ``Speed Invariance vs. Stability: Cross-Speed Gait Recognition Using Single-Support Gait Energy Image,'' Proc. of the 11th Int. Workshop on Robust Computer Vision (IWRCV 2016), Daejeon, Korea, Dec. 2016.
  27. D. Muramatsu, K. Shiraga, Y. Makihara, T. Echigo, and Y. Yagi, ``GEINet: View-Invariant Gait Recognition Using a Convolutional Neural Network,'' Proc. of the 11th Int. Workshop on Robust Computer Vision (IWRCV 2016), Daejeon, Korea, Dec. 2016. (Best Poster Honorable Mention Award)
  28. M. Hasan, Y. Makihara, D. Muramatsu, and Y. Yagi, ``Gait Gate: An Online Walk-through Multimodal Biometric Verification System using a Single RGB-D Sensor,'' Proc. of the 20th Sanken Int. Symposium, Osaka, Japan, Dec. 2016.
  29. X. Li, Y. Makihara, C. Xu, D. Muramatsu, Y. Yagi, and M. Ren, ``Gait Energy Response Function for Clothing-invariant Gait Recognition,'' Proc. of the 20th Sanken Int. Symposium, Osaka, Japan, Dec. 2016.
  30. C. Xu, Y. Makihara, X. Li, Y. Yagi, and J. Lu, ``Speed Invariance vs. Stability: Cross-Speed Gait Recognition Using Single-Support Gait Energy Image,'' Proc. of the 20th Sanken Int. Symposium, Osaka, Japan, Dec. 2016.
  31. D. Muramatsu, Y. Makihara, and Y. Yagi, ``Occlusion Handling in Gait Recognition via Feature Regeneration,'' Proc. of the 10th Int. Workshop on Robust Computer Vision (IWRCV 2015), Beijing, China, Nov. 2015.
  32. Y. Makihara, T. Tanoue, D. Muramatsu, Y. Yagi, S. Mori, Y. Utsumi, M. Iwamura, and K. Kise, ``Individuality-preserving Silhouette Extraction for Gait Recognition,'' Proc. of the 10th Int. Workshop on Robust Computer Vision (IWRCV 2015), Beijing, China, Nov. 2015.
  33. Y. Makihara, D. Muramatsu, M.A. Hossain, H. Iwama, T.T. Ngo, and Y. Yagi, ``Posterior Distribution Estimation by Generalized Delaunay Triangulation for Score-level Fusion,'' Proc. of the 9th Int. Workshop on Robust Computer Vision, Tokyo, Japan, Dec. 2014.
  34. D. Muramatsu, Y. Makihara, and Y. Yagi, ``Cross-View Gait Recognition Using Transformation Consistency,'' Proc. of the 9th Int. Workshop on Robust Computer Vision, Tokyo, Japan, Dec. 2014.
  35. M.R. Aqmar, Y. Makihara, Y. Fujihara, and Y. Yagi, ``On Suppressing and Utilizing Fluctuations for Gait Recognition,'' Proc. of the 9th Int. Workshop on Robust Computer Vision, Tokyo, Japan, Dec. 2014.
  36. Y. Makihara, M.R. Aqmar, Y. Fujihara, Y. Yagi, ``Gait Recognition by Fluctuations,'' Proc. of The 8th Int. Workshop on Robust Computer Vision (IWRCV 2014), Daejeon, Korea, Jan. 2014.
  37. D. Muramatsu, Y. Makihara, H. Iwama, T. Tanoue, and Y. Yagi, ``Gait Verification System for Supporting Criminal Investigation,'' Proc. of the 2nd Asian Conf. on Pattern Recognition, pp. 747-748, Naha, Japan, Nov. 2013. [PDF]
  38. Y. Makihara, ``Video-based Gait Analysis and Its Applications,'' The 1st Thailand-Japan Int. Workshop on Computer Vision, Bangkok, Thailand, Aug. 2013.
  39. A. Mansur, Y. Makihara, and Y. Yagi, ``View-invariant Gait Recognition from Low Frame-rate Videos,'' The 7th Int. Workshop on Robust Computer Vision, Osaka, Japan, Jan. 2013.
  40. N. Akae, A. Mansur, Y. Makihara, and Yasushi Yagi, ``Gait Recognition at One Frame per Second,'' The 7th Int. Workshop on Robust Computer Vision, Osaka, Japan, Jan. 2013.
  41. H. Iwama, D. Muramatsu, Y. Makihara, and Y. Yagi, ``Gait-based Person Authentication System for Criminal Investigation,'' The 7th Int. Workshop on Robust Computer Vision, Osaka, Japan, Jan. 2013.
  42. D. Muramatsu, A. Shiraishi, Y. Makihara, and Y. Yagi, ``Gait-Based Person Authentication Method Using Arbitrary View Transformation Model,'' The 7th Int. Workshop on Robust Computer Vision, Osaka, Japan, Jan. 2013.
  43. R. Kawai, Y. Makihara, C. Hua, H. Iwama, and Y. Yagi, ``Person Re-identification using View-dependent Score-level Fusion of Gait and Color Features,'' The 7th Int. Workshop on Robust Computer Vision, Osaka, Japan, Jan. 2013.
  44. T.T. Ngo, Y. Makihara, H. Nagahara, Y. Mukaigawa, and Y. Yagi, ``Similar Gait-Activity Recognition using an Accelerometer,'' The 7th Int. Workshop on Robust Computer Vision, Osaka, Japan, Jan. 2013.
  45. H. Nakajima, Y. Makihara, H. Hsu, I. Mitsugami, M. Nakazawa, H. Yamazoe, H. Habe, and Y. Yagi, ``Point Cloud Transport,'' The 7th Int. Workshop on Robust Computer Vision, Osaka, Japan, Jan. 2013.
  46. M. Nakazawa, I. Mitsugami, Y. Makihara, H. Nakajima, H. Yamazoe, H. Habe, and Y. Yagi, ``Dynamic Scene Reconstruction using Asynchronous Multiple Kinects,'' The 7th Int. Workshop on Robust Computer Vision, Osaka, Japan, Jan. 2013
  47. J. Wang, Y. Yagi, Y. Makihara, ``People Tracking and Segmentation Using Efficient Shape Sequences Matching,'' Proc. of the 15th Sanken Int. Symposium, Suita, Japan, Jan. 2012.
  48. N. Akae, Y. Makihara, Y. Yagi, ``Gait Recognition using Periodic Temporal Super Resolution for Low Frame-rate Videos,'' Proc. of the 15th Sanken Int. Symposium, Suita, Japan, Jan. 2012.
  49. H. Iwama, Y. Makihara, Y. Yagi, ``Homography-correspondence Pair Based Foreground and Shadow Segmentation,'' Proc. of the 15th Sanken Int. Symposium, Suita, Japan, Jan. 2012.
  50. C. Hua, Y. Makihara, Y. Yagi, ``Pedestrian Detection by Combining the Spatio and Temporal Features,'' Proc. of the 15th Sanken Int. Symposium, Suita, Japan, Jan. 2012.
  51. T.T. Ngo, Y. Makihara, H. Nagahara, R. Sagawa, Y. Mukaigawa, Y. Yagi, ``Phase Registration in a Gallery Improving Gait Authentication,'' Proc. of the 15th Sanken Int. Symposium, Suita, Japan, Jan. 2012.
  52. A. Mansur, Y. Makihara, Y. Yagi, ``Action Recognition using Dynamics Features,'' Proc. of the 15th Sanken Int. Symposium, Suita, Japan, Jan. 2012.
  53. Y. Makihara and Y. Yagi, ``Earth Mover's Morphing: Topology-Free Shape Morphing Using Cluster-Based EMD Flows,'' Proc. of the 14th Sanken Int. Symposium, Otsu, Japan, Jan. 2011.
  54. M.A. Hossain, Y. Makihara, W. Junqiu, Y. Yagi, ``Clothes-Invariant Gait Identification using Part-based Adaptive Weight Control,'' Proc. of the 12th Sanken Int. Symposium, Suita, Japan, Feb. 2009.
  55. K. Sugiura, Y. Makihara, Y. Yagi, ``Gait Identification based on Multi-view Observations using Omnidirectional Camera,'' Proc. of the 11th Sanken Int. Symposium, Awaji, Japan, Feb. 2008.

Invited Talk

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  1. Y. Makihara, ``Recognizing Human Identity, Age, and Aesthetic Attributes from Gait,'' Int. Conf. on Big Data, IoT and Machine Learning (BIM 2023), Dhaka, Sep. 2023.
    2. "
  2. Y. Makihara, ``Recognizing Human Identity, Age, and Aesthetic Attributes from Gait,'' The 9th IIAE Int. Conf. on Intelligent Systems and Image Processing (ICISIP 2022), Kobe, Japan, Sep. 2022.
  3. Y. Makihara, ``Recognizing Human Identity, Age, and Aesthetic Attributes from Gait,'' The 17th IEEE Computer Society Workshop on Biometrics, New Orleans, Louisiana, USA, Jun. 2022.
  4. Y. Makihara, ``Video-based Gait Analysis and Its Applications,'' The 11th Int. Workshop on Image Media Quality and its Applications (IMQA 2022), online, Mar. 2022.
  5. Y. Makihara, ``Video-based Gait Analysis and Its Applications,'' Int. Conf. on Big Data, IoT and Machine Learning (BIM 2021), online, Sep. 2021.
  6. Y. Makihara, ``Video-based Gait Analysis and Its Applications,'' The 6th Int. Symposium on Artificial Intelligence and Robotics (ISAIR 2021), Aug. 2021.
  7. Y. Makihara, ``On Gait Relative Attributes,'' 5th Int. Workshop on Symbolic-Neural Learning (SNL-2021), online, Jun. 2021.
  8. Y. Makihara, ``Video-based Gait Analysis and Its Applications,'' The 3rd Int. Conf. on Multimedia Analysis and Pattern Recognition, online, Oct. 2020.
  9. Y. Makihara, ``On Gait Attributes: Age, Gender, and Attractiveness by Video-based Gait Analysis,'' 22nd Int. Conf. on Computer and Information Technology (ICCIT 2019), Dhaka, Bangladesh, Dec. 2019.
  10. Y. Makihara, ``Gait-based Age Analysis,'' The 8th Int. Conf. on Informatics, Electronics, and Vision (ICIEV 2019), Spokane, WA, USA, May 2019.
  11. Y. Makihara, A. Suzuki, D. Muramatsu, X. Li, Y. Yagi, ``Joint Intensity and Spatial Metric Learning for Robust Gait Recognition,'' The 1st Int. Conf. on Innovation in Engineering and Technology (ICIET 2018), Dhaka, Bangladesh, Dec. 2018.
  12. Y. Makihara, A. Suzuki, D. Muramatsu, X. Li, Y. Yagi, ``Joint Intensity and Spatial Metric Learning for Robust Gait Recognition,'' The 7th Int. Conf. on Informatics, Electronics, and Vision (ICIEV 2018), Kitakyushu, Japan, Jun. 2018.
  13. Y. Makihara, A. Suzuki, D. Muramatsu, X. Li, Y. Yagi, ``Joint Intensity and Spatial Metric Learning for Robust Gait Recognition,'' Proc. of the 21st SANKEN Int. Symposium, Suita, Japan, Jan. 2018.
  14. Y. Makihara, ``Robust Gait Recognition,'' ACCV 2014 Workshop on Human Gait and Action Analysis in the Wild: Challenges and Applications, Singapore, Nov. 2014.
  15. Y. Makihara, M.R. Aqmar, Y. Fujihara, and Y. Yagi, ``Gait Recognition by Fluctuations,'' Proc. of the 17th Sanken Int. Symposium, pp. 61-62, Suita, Japan, Jan. 2014.
  16. Y. Makihara, ``Towards Robust Gait Recognition,'' Proc. of the 2nd Asian Conf. on Pattern Recognition, pp. 18-22, Naha, Japan, Nov. 2013. [PDF]

Book Chapter

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  1. Y. Makihara, M.S. Nixon, Y. Yagi, ``Gait Recognition: Databases, Representations, and Applications,'' Computer Vision: A Reference Guide., Sep. 2021
  2. Y. Makihara, D.S. Matovski, M.S. Nixon, J.N. Carter, Y. Yagi, ``Gait Recognition: Databases, Representations, and Applications,'' John Wiley & Sons, Inc., pp.1-15, Jun. 2015. (DOI: 10.1002/047134608X.W8261)
  3. Y. Makihara, A. Tsuji, and Y. Yagi, ``Speed-Invariant Gait Recognition,'' Signal and Image Processing for Biometrics (Ed.: J. Scharcanski, H. Proenca, and E. Du), Chapter 8, pp. 209-230, Springer, Mar. 2014.

Patent

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  1. Y. Yagi, Y. Makihara, and C. Hua, ``MOVING OBJECT DETECTION DEVICE,'' US Patent Application 20130094759, Jun. 20, 2011.