Dirty Pixels: Towards End-to-End Image Processing and Perception

Dirty Pixels: Towards End-to-End Image Processing and Perception

23 January 2017

Vincent Sitzmann

Frank D. Julca-Aguilar

Stephen P. Boyd

Gordon Wetzstein

Papers citing "Dirty Pixels: Towards End-to-End Image Processing and Perception"

12 / 12 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 45 0 0 09 May 2025
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 41 0 0 10 Mar 2025
A Vision-Centric Approach for Static Map Element Annotation Jiaxin Zhang Shiyuan Chen Haoran Yin Ruohong Mei Xuan Liu Cong Yang Qian Zhang Wei Sui 3DV 28 3 0 21 Sep 2023
Efficient Visual Computing with Camera RAW Snapshots Zhihao Li Ming-Tse Lu Xu Zhang Xin Feng M. Salman Asif Zhan Ma 34 12 0 15 Dec 2022
Dynamic Test-Time Augmentation via Differentiable Functions Shohei Enomoto Monikka Roslianna Busto Takeharu Eda OOD 35 5 0 09 Dec 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Qi Jiang Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 26 5 0 21 Nov 2022
APT: Adaptive Perceptual quality based camera Tuning using reinforcement learning Sibendu Paul Kunal Rao G. Coviello Murugan Sankaradas Oliver Po Y. C. Hu S. Chakradhar 16 0 0 15 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 29 17 0 02 Nov 2022
Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi 31 17 0 28 Oct 2022
Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for Task-Specific Imaging Tzofi Klinghoffer S. Somasundaram Kushagra Tiwary Ramesh Raskar 21 8 0 21 Apr 2022
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines Yuxuan Zhang B. Dong Felix Heide AAML 26 8 0 16 Dec 2021
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 184 1,165 0 04 May 2018