PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality

15 March 2024

Papers citing "PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality"

21 / 21 papers shown

Title
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection Junji Otsuka Masakazu Yoshimura Takeshi Ohashi 66 5 0 24 Mar 2023
RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters Wenqi Ouyang Yi Dong Xiaoyang Kang Peiran Ren Xin Xu Xuansong Xie 50 8 0 15 Mar 2023
MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning Andrey D. Ignatov Anastasia Sycheva Radu Timofte Yu-Wen Tseng Yu-Syuan Xu ... Cheng-Ming Chiang Hsien-Kai Kuo Min-Hung Chen Chia-Ming Cheng Luc Van Gool MQ 78 17 0 08 Nov 2022
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report Andrey D. Ignatov Radu Timofte Shuai Liu Chaoyu Feng Furui Bai ... Xin Lou Wei Zhou Cong Pang Haina Qin Mingxuan Cai 80 24 0 07 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 73 17 0 02 Nov 2022
SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement Canqian Yang Meiguang Jin Yi Tian Xu Rui Zhang Ying-Cong Chen Huaida Liu 56 44 0 18 Jul 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu Xinming Zhang Jian Sun 107 882 0 10 Apr 2022
Model-Based Image Signal Processors via Learnable Dictionaries Marcos V. Conde Jingyu Sun Matteo Maggioni Alevs Leonardis Eduardo Pérez-Pellitero DiffM 103 46 0 10 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 460 15,665 0 20 Dec 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 176 2,232 0 18 Nov 2021
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Cheng-Ming Chiang Hsien-Kai Kuo Anastasia Sycheva Radu Timofte ... K. Upla Kiran Raja Raghavendra Ramachandra Christoph Busch Etienne de Stoutz 61 48 0 17 May 2021
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time Huiyu Zeng Jianrui Cai Lida Li Zisheng Cao Lei Zhang 3DH 67 255 0 30 Sep 2020
AWNet: Attentive Wavelet Network for Image ISP Linhui Dai Xiaohong Liu Chengqi Li Jun Chen 75 58 0 20 Aug 2020
DeepLPF: Deep Local Parametric Filters for Image Enhancement Sean J. Moran Pierre Marza Jingyu Sun Sarah Parisot Greg Slabaugh 70 194 0 31 Mar 2020
Replacing Mobile Camera ISP with a Single Deep Learning Model Andrey D. Ignatov Luc Van Gool Radu Timofte 50 175 0 13 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 520 42,559 0 03 Dec 2019
Deep Bilateral Learning for Real-Time Image Enhancement Michael Gharbi Jiawen Chen Jonathan T. Barron Samuel W. Hasinoff F. Durand 3DH 63 735 0 10 Jul 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 326 5,239 0 16 Sep 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 333 8,130 0 13 Aug 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 237 10,262 0 27 Mar 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,479 0 04 Sep 2014