Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild
Sandeep Mishra*, Avinab Saha* , Alan C. Bovik
This work is currently under review.
Paper
Projects
RecSal : Deep Recursive Supervision for Visual Saliency Prediction
Sandeep Mishra* and Oindrila Saha*
British Machine Vision Conference (BMVC), 2020
Paper
AI Gallery Zoom @ Samsung Research
Most of the platforms we use to share images like Facebook, Whatsapp and Instagram compress images while sharing to reduce data consumption. This leads to image quality degradation. To mitigate this we designed an AI Gallery zoom feature which uses an AI based upscaler to replace the current hardware scaler. When a user zooms into an image this feature improves overall image quality and sharpness without introducing any visible artifacts. The network has been designed such that it uses minimal power and compute requirements to achieve superior results. It is currently supported in almost 10 Samsung high-end smartphone devices. You can checkout more about this work here.
AI Video Super-Resolution @ Samsung Research
Coming up soon