Search Results for author: Samarth Shukla

Found 4 papers, 2 papers with code

Transform your Smartphone into a DSLR Camera: Learning the ISP in the Wild

no code implementations20 Mar 2022 Ardhendu Shekhar Tripathi, Martin Danelljan, Samarth Shukla, Radu Timofte, Luc van Gool

We propose a trainable Image Signal Processing (ISP) framework that produces DSLR quality images given RAW images captured by a smartphone.

Motion Estimation

Zero-Pair Image to Image Translation using Domain Conditional Normalization

1 code implementation11 Nov 2020 Samarth Shukla, Andrés Romero, Luc van Gool, Radu Timofte

In this paper, we propose an approach based on domain conditional normalization (DCN) for zero-pair image-to-image translation, i. e., translating between two domains which have no paired training data available but each have paired training data with a third domain.

Image-to-Image Translation Translation

Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation

1 code implementation18 Sep 2019 Samarth Shukla, Luc van Gool, Radu Timofte

Recent advances in generative models and adversarial training have led to a flourishing image-to-image (I2I) translation literature.

Image Segmentation Image-to-Image Translation +2

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