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Neelabhro Roy's Projects

subspace-learning-for-person-re-identification icon subspace-learning-for-person-re-identification

We propose a global and local feature transformation method for PRID. The global feature transformation matrix projects the data from different cameras to a common space. We further hypothesize that a latent basis matrix can be learnt in this space which represents the shared structure between different cameras using matrix factorization.

supercollider icon supercollider

An audio server, programming language, and IDE for sound synthesis and algorithmic composition.

uav-based-person-re-identification-and-dynamic-image-routing-using-wmns icon uav-based-person-re-identification-and-dynamic-image-routing-using-wmns

In this paper, we propose a system wherein we explore on-board re-identification of persons using cameras mounted on Unmanned Aerial Vehicles (UAVs). The captured images are dynamically shared between multiple UAVs by virtue of wireless mesh networking, also making use of the Robot Operating System (ROS) for on-ground control of the UAVs from a control station, facilitating the exchange of images between them. We demonstrate our approach on an institutional dataset we created, and our experimental results show that the system could be indispensable in aiding airborne surveillance operations.

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