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Computer Vision

SeLFVi: Self-Supervised Light-Field Video Reconstruction From Stereo Video

Publications

Light-field imaging is appealing to the mobile devices market because of its capability for intuitive post-capture processing. Acquiring light field (LF) data with high angular, spatial and temporal resolution poses …

Tags: Computer vision, Video reconstruction

Corrective Filter Based on Kinematics of Human Hand for Pose Estimation

Publications

Depth-based 3D hand trackers are expected to estimate highly accurate poses of the human hand given the image. One of the critical problems in tracking the hand pose is the generation of realistic predictions. This paper …

Tags: Hand tracking, Computer Vision

Efficient Video Classification Using Fewer Frames

Publications

Recently, there has been a lot of interest in building compact models for video classification which have a small memory footprint (<1 GB). While these models are compact, they typically operate by repeated …

Tags: computer vision, pattern recognition

Studying the plasticity in deep convolutional neural networks using random pruning

Publications

Tags: machine learning, computer vision, pattern recognition, neural evolutionary computing

Pack and Detect

Publications

Object detection in videos is an important task in computer vision for various applications such as object tracking, video summarization and video search. Although great progress has been made in improving the accuracy …

Tags: computer vision, pattern recognition, machine learning

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Founded in 2024, the School brings together several faculty with expertise in various areas of Data Science and AI, to work together on impactful problems of direct relevance to the society.

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044 2257 8980
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Indian Institute of Technology Madras,
Chennai-600036, India

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