Search Results for author: Gagan Kanojia

Found 5 papers, 0 papers with code

ShuffleBlock: Shuffle to Regularize Deep Convolutional Neural Networks

no code implementations17 Jun 2021 Sudhakar Kumawat, Gagan Kanojia, Shanmuganathan Raman

This paper studies the operation of channel shuffle as a regularization technique in deep convolutional networks.

Image Classification Scheduling

Simultaneous Detection and Removal of Dynamic Objects in Multi-view Images

no code implementations11 Dec 2019 Gagan Kanojia, Shanmuganathan Raman

During the scan, when a pixel is classified as dynamic, the proposed algorithm replaces that pixel value with the corresponding pixel value of the static region which is being occluded by that dynamic region.

Exploring Temporal Differences in 3D Convolutional Neural Networks

no code implementations7 Sep 2019 Gagan Kanojia, Sudhakar Kumawat, Shanmuganathan Raman

Traditional 3D convolutions are computationally expensive, memory intensive, and due to large number of parameters, they often tend to overfit.

Image Classification Object Recognition

Attentive Spatio-Temporal Representation Learning for Diving Classification

no code implementations30 Apr 2019 Gagan Kanojia, Sudhakar Kumawat, Shanmuganathan Raman

The proposed model outperforms the classification accuracy of the state-of-the-art models in both 2D and 3D frameworks by 11. 54% and 4. 24%, respectively.

Classification General Classification +1

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