Clothing store RGBD dataset

Description

  • This dataset was captured at a clothing store in a Friday evening. The sensor was Microsoft Kinect at 640*480 resolution and 30fps frame rate.

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Outdoor crowds in the dark RGBD dataset

Description

  • This dataset was captured in Fudan University near the Computer Science Building in an evening when the natural lighting was dim. The sensor was Microsoft Kinect at 640*480 resolution and 30fps frame rate.

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Related publications

  • G. Zhang, J. Liu, L. Tian, and Y. Q. Chen (2016) Reliably detecting humans with rgb-d camera with physical blob detector followed by learning-based filtering, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
  • L. Tian, G. Zhang, M. Li, J. Liu, and Y. Q. Chen (2016) Reliably detecting humans in crowded and dynamic environments using rgb-d camera, in IEEE International Conference on Multimedia and Expo (ICME).
  • G. Zhang, L. Tian, Y. Liu, J. Liu, X. A. Liu, Y. Liu, and Y. Q. Chen (2016) Robust real-time human perception with depth camera, in European Conference on Artificial Intelligence (ECAI).
  • J. Liu, G. Zhang, Y. Liu, L. Tian, and Y. Q. Chen (2015) An ultra-fast human detection method for color-depth camera, in Journal of Visual Communication and Image Representation (JVCIR).
  • J. Liu, Y. Liu, G. Zhang, P. Zhu, and Y. Q. Chen (2014) Detecting and tracking people in real time with rgb-d camera. Pattern Recognition Letters (PRL).
  • J. Liu, Y. Liu, Y. Cui, and Y. Q. Chen (2013) Real-time human detection and tracking in complex environments using single rgbd camera, in IEEE International Conference on Image Processing (ICIP).

Contacts

        Guyue Zhang: guyuezhang13@fudan.edu.cn
        Luchao Tian: lctian14@fudan.edu.cn