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Amit Kumar K.C.

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Remark: This page is not a homepage! It lists only the activities of the ISPGroup member mentioned above (e.g., his/her research, project, seminars, ...)

Research topics:

Ball detection and tracking: Foreground detector reinforcement through trajectory analysis: In the context of team sport events monitoring, the various phases of the game must be delimited and interpreted. In the case of a basketball game, the detection and the tracking of the ball are mandatory. However, one of the difficulties is that the ball is often occluded by players. This project deals with the detection of the ballistic trajectory of a ball thrown between two players or toward the basket. Ballistic trajectories are build on the 3D ball candidates previously detected at each time-stamp from a foreground detector.

Multiple object tracking with prior detections and graph formalisms: This project considers the tracking of multiple objects within video sequence(s). Fundamentally, it aims at formalising application scenarios in which reliability and the discriminability of the object features vary over time. In order to address problems involving large number of targets, and because automatic detection algorithms have gained maturity, our work assumes that a set of prior and plausible targets detections are available at each time instant.

Current projects:

Former projects:

  • SPORTIC - SPORTIC: Compte-rendu sportif automatique, SPW, responsable: Christophe De Vleeschouwer

Previous seminars:

  • ISP Seminar, 15/12/2010 - "Optimal Dense Disparity Map Quantization and Residual Prediction for Lossless Stereo Image Coding" by Amit Kumar K.C.
  • ISP Seminar, 15/05/2013 - "Discriminative Label Propagation for Multi-Object Tracking with Sporadic Appearance Features" by Amit Kumar K.C.
  • ISP Seminar, 14/01/2015 - "Normalized cuts for unsigned and signed graphs" by Amit Kumar KC
  • ISP Seminar, 30/04/2012 - "Aggregation of Local Shortest Paths for Multiple Object Tracking with Noisy/Missing Appearance Features" by Amit Kumar KC

Publication list on Dial

Last updated January 31, 2017, at 05:22 PM