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CASIA 步态数据库 申请说明

  步态识别是最近几年兴起的新研究领域,为了推进步态识别研究的发展,中国科学院自动化研究所免费提供CASIA步态数据库的下载。

  目前CASIA步态数据库有三个数据集:Dataset A(小规模库), Dataset B(多视角库)和Dataset C(红外库):


  Dataset A(即以前的 NLPR 步态数据库)创建于2001年12月10日,里面包含20个人的数据,每个人有12个图像序列,3个行走方向(与图像平面分别成0度,45度,90度),每个方向有4个图像序列。每个序列的长度随人行走的速度变化而有所不同,每个序列的帧数介于37到127之间。整个数据库包含13139副图像,大小约有2.2GB。


  Dataset B是一个大规模的,多视角的步态库,采集于2005年1月。共有124个人,每个人有11个视角(0,18,36,……,180度),在三种行走条件下(普通条件,穿大衣,携带包裹条件)采集。这篇文章(中文简化版)中详细介绍了Dataset B和一个步态识别算法评估框架



Dataset C是一个用红外(热感)摄像机在夜间拍摄的大规模数据库,采集于2005年7-8月,包含153人,每个人在四种条件下行走:正常行走,快走,慢走,带包走。


下载

如果您只需要数据库的轮廓数据,可以直接点击下面链接下载:

Dataset A (16M)
Dataset B (628M)
Dataset C (66M)

如果您需要申请完整的数据库(包含视频和轮廓),请按照以下步骤申请:

1. 下载并打印 步态数据库使用协议

2. 签署使用协议;

3. 将协议扫描为图像文件,通过email发送到casia_gait@nlpr.ia.ac.cn  

4. 目前数据库只能通过网络方式下载。您的email通过审核后我们会尽快为您开通FTP用户名和相应密码,请尽快下载。
如有疑问,请联系黄厚景,电话:13021212811


Publications

  1. Shuai Zheng, Junge Zhang, Kaiqi Huang, Ran He and Tieniu Tan. Robust View Transformation Model for Gait Recognition. Proceedings of the IEEE International Conference on Image Processing, 2011.
  2. Shuai Zheng, Kaiqi Huang, and Tieniu Tan. Evaluation framework on translation-invariant representation for cumulative foot pressure image. Proceedings of the IEEE International Conference on Image Processing, 2011.
  3. Liming Shi, Shuai Zheng. Representation for cumulative foot pressure images, China Criminal Police Journal 2010
  4. Shiqi Yu, Tieniu Tan, Kaiqi Huang, et.al.A Study on Gait-Based Gender Classification. IEEE Trans. on Image Processing. pp:1905-1910,V18(8),2009.
  5. Shiqi Yu, Daoliang Tan, and Tieniu Tan. A Framework for Evaluating the Effect of View Angle, Clothing and Carrying Condition on Gait Recognition. In Proc. of the 18'th International Conference on Pattern Recognition (ICPR06). Hong Kong, China. August 2006.
  6. Daoliang Tan, Kaiqi Huang, Shiqi Yu, and Tieniu Tan. Efficient Night Gait Recognition Based on Template Matching. In Proc. of the 18'th International Conference on Pattern Recognition (ICPR06). Hong Kong, China. August 2006.
  7. Shiqi Yu, Daoliang Tan, and Tieniu Tan. Modelling the Effect of View Variation on Appearance-based Gait Recognition. In Proc. of the 7'th Asian Conference on Computer Vision (ACCV06). Hyderabad, India. Jan. 2006.
  8. Yuan Wang, Shiqi Yu, Yunhong Wang and Tieniu Tan. Gait Recognition Based on Fusion of Multi-ivew Gait Sequences. In Proc. of the International Conference on Biometrics 2006, pages 605-611. Hong Kong, China. Jan. 2006.
  9. Shiqi Yu, Liang Wang, Weiming Hu, and Tieniu Tan. Gait Analysis for Human Identification in Frequency Domain. In Proc. of 3'rd International Conference on Image and Graphics, pages 282-285. Hong Kong, China, Dec. 2004.
  10. Liang Wang, Tieniu Tan, Huangzhong Ning, and Weiming Hu, Fusion of Static and Dynamic Body Biometrics for Gait Recognition. IEEE Transactions on Circuits and Systems for Video. pages 149-158, Vol14, I2. Feb. 2004.
  11. Liang Wang, Huazhong Ning, Tieniu Tan, Weiming Hu, Gait Recognition by Combining Static and Dynamic Body Biometrics, The 4th Chinese Conference on Biometric Recognition, 2003.
  12. Liang Wang, Tieniu Tan, Huazhong Ning, Weiming Hu, Silhoutte analysis based gait recognition for human identification, IEEE trans Pattern Analysis and Machine Intelligence, Vol. 25, No. 12, pp. 1505-1518, 2003.
  13. Liang Wang, Tieniu Tan, Huazhong Ning, Weiming Hu, Automatic gait recognition based on statistical shape analysis, IEEE Trans Image Processing, Vol.12, No. 9, pp.1120-1131, 2003.
  14. Liang Wang, Huazhong Ning, Tieniu Tan and Weiming Hu, Fusion of Static and Dynamic Body Biometrics for Gait Recognition, IEEE International Conference on Computer Vision (ICCV), Vol. II, pp. 1449-1454, Nice, France, 2003.
  15. 王亮, 胡卫明, 谭铁牛, 基于步态的身份识别, 计算机学报, Vol. 26, No. 3, pp. 353-360, 2003.
  16. Liang Wang, Weiming Hu, Tieniu Tan, Recent Developments in Human Motion Analysis, Pattern Recognition, Vol. 36, No. 3, pp.585-601, 2003.
  17. Liang Wang, Huazhong Ning, Weiming Hu, Tieniu Tan, Gait Recognition Based on Procrustes Shape Analysis, IEEE International Conference on Image Processing (ICIP), Rochester, New York, September 22-25, 2002.
  18. Liang Wang, Huazhong Ning, Weiming Hu, Tieniu Tan, A New Attempt to Gait-based Human Identification, International Conference on Pattern Recognition (ICPR), Vol. I, pp. 115-118, Quebec, Canada, August 11-15, 2002.
  19. 王亮,宁华中,胡卫明,谭铁牛,基于统计形状分析的自动步态识别算法,第三届中国生物特征识别学术会议,pp. 261-266, 西安,2002.
  20. 王亮 胡卫明 谭铁牛, 人运动的视觉分析综述, 计算机学报, Vol. 25, No.3, pp.225-237, 2002.
  21. Liang Wang, Weiming Hu, Tieniu Tan, Face Tracking Using Motion-Guided Dynamic Template Matching, Proceedings of the Fifth Asian Conference on Computer Vision (ACCV), Vol. II, pp. 448-453, Melbourne, Australia, Jan 22-25, 2002.
  22. 王亮,胡卫明,谭铁牛,PCA Based Automatic Gait Recognition for Personal Identification,第二届生物特征识别研讨会,杭州,2001。
   总体介绍
   虹膜数据库
   步态数据库
   人脸数据库
   指纹数据库
   掌纹数据库
   笔迹数据库
   行为分析数据库
 
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