Search Results for author: Nimisha Thekke Madam

Found 3 papers, 1 papers with code

A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval

no code implementations17 Jan 2022 Gencer Sumbul, Jun Xiang, Nimisha Thekke Madam, Begüm Demir

We also introduce a two stage learning strategy with gradient manipulation techniques to obtain image representations that are compatible with both RS image indexing and compression.

Content-Based Image Retrieval Image Compression +1

Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network

1 code implementation1 Nov 2018 Subeesh Vasu, Nimisha Thekke Madam, Rajagopalan A. N

Our work attempts to analyze the trade-off between distortion and perceptual quality for the problem of single image SR. To this end, we use the well-known SR architecture-enhanced deep super-resolution (EDSR) network and show that it can be adapted to achieve better perceptual quality for a specific range of the distortion measure.

Generative Adversarial Network Image Super-Resolution +1

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