most citedFovEx: Human-Inspired Explanations for Vision Transformers and Convolutional Neural Networks

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eess.IV2024

A Study on the Effect of Color Spaces in Learned Image Compression

Srivatsa Prativadibhayankaram, Mahadev Prasad Panda, Jürgen Seiler +4

In this work, we present a comparison between color spaces namely YUV, LAB, RGB and their effect on learned image compression. For this we use the structure and color based learned…

eess.IV2024

SLIC: A Learned Image Codec Using Structure and Color

Srivatsa Prativadibhayankaram, Mahadev Prasad Panda, Thomas Richter +3

We propose the structure and color based learned image codec (SLIC) in which the task of compression is split into that of luminance and chrominance. The deep learning model is bui…