Search Results for author: Esha Pahwa

Found 4 papers, 1 papers with code

LVRNet: Lightweight Image Restoration for Aerial Images under Low Visibility

1 code implementation13 Jan 2023 Esha Pahwa, Achleshwar Luthra, Pratik Narang

It is thus crucial to form a solution that can result in a high-quality image and is efficient enough to be deployed for everyday use.

Image Restoration SSIM

NFResNet: Multi-scale and U-shaped Networks for Deblurring

no code implementations12 Dec 2022 Tanish Mittal, Preyansh Agrawal, Esha Pahwa, Aarya Makwana

Multi-Scale and U-shaped Networks are widely used in various image restoration problems, including deblurring.

Deblurring Image Deblurring +3

DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition

no code implementations7 Dec 2022 Santosh Kumar Yadav, Achleshwar Luthra, Esha Pahwa, Kamlesh Tiwari, Heena Rathore, Hari Mohan Pandey, Peter Corcoran

To address such complexities, in this paper, we propose a novel Sparse Weighted Temporal Attention (SWTA) module to utilize sparsely sampled video frames for obtaining global weighted temporal attention.

Human Activity Recognition Optical Flow Estimation

SWTF: Sparse Weighted Temporal Fusion for Drone-Based Activity Recognition

no code implementations10 Nov 2022 Santosh Kumar Yadav, Esha Pahwa, Achleshwar Luthra, Kamlesh Tiwari, Hari Mohan Pandey, Peter Corcoran

To address such complexities, in this paper, we propose a novel Sparse Weighted Temporal Fusion (SWTF) module to utilize sparsely sampled video frames for obtaining global weighted temporal fusion outcome.

Human Activity Recognition Optical Flow Estimation

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