Search Results for author: Vinay Kaushik

Found 7 papers, 1 papers with code

Single Stage Warped Cloth Learning and Semantic-Contextual Attention Feature Fusion for Virtual TryOn

no code implementations8 Oct 2023 Sanhita Pathak, Vinay Kaushik, Brejesh lall

To achieve simultaneous learning of warped garment and try-on results, we introduce a Warped Cloth Learning Module.

Virtual Try-on

MaskMTL: Attribute prediction in masked facial images with deep multitask learning

1 code implementation9 Jan 2022 Prerana Mukherjee, Vinay Kaushik, Ronak Gupta, Ritika Jha, Daneshwari Kankanwadi, Brejesh lall

Predicting attributes in the landmark free facial images is itself a challenging task which gets further complicated when the face gets occluded due to the usage of masks.

Attribute Multi-Task Learning

Deep feature fusion for self-supervised monocular depth prediction

no code implementations16 May 2020 Vinay Kaushik, Brejesh lall

Recent advances in end-to-end unsupervised learning has significantly improved the performance of monocular depth prediction and alleviated the requirement of ground truth depth.

Depth Estimation Depth Prediction

Aerial multi-object tracking by detection using deep association networks

no code implementations4 Sep 2019 Ajit Jadhav, Prerana Mukherjee, Vinay Kaushik, Brejesh lall

Using the RetinaNet model as our base, we modify the anchor scales to better handle the detection of dense distribution and small size of the objects.

Multi-Object Tracking Object +2

Fast Hierarchical Depth Map Computation from Stereo

no code implementations28 Jan 2019 Vinay Kaushik, Brejesh lall

Disparity by Block Matching stereo is usually used in applications with limited computational power in order to get depth estimates.

Nrityantar: Pose oblivious Indian classical dance sequence classification system

no code implementations13 Dec 2018 Vinay Kaushik, Prerana Mukherjee, Brejesh lall

To circumvent this problem, we construct a pose-oblivious shape signature which is fed to a sequence learning framework.

Action Recognition Classification +3

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