$UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments$

UG $^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments

9 April 2019

Wenqi Ren

Papers citing "UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments"

50 / 67 papers shown

Title
TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement Miao Zhang Jun Yin Pengyu Zeng Yiqing Shen Shuai Lu Xueqian Wang DiffM 104 9 0 11 Mar 2025
Perceptual Piercing: Human Visual Cue-based Object Detection in Low Visibility Conditions Ashutosh Kumar 52 0 0 02 Oct 2024
DEFormer: DCT-driven Enhancement Transformer for Low-light Image and Dark Vision Xiangchen Yin Zhenda Yu Xin Gao Ran Ju ViT 35 1 0 13 Sep 2023
DAVID: Dual-Attentional Video Deblurring Junru Wu Xiang Yu Ding Liu Manmohan Chandraker Zhangyang Wang 44 19 0 07 Dec 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 68 882 0 10 Aug 2019
EnlightenGAN: Deep Light Enhancement without Paired Supervision Yi Ding Xinyu Gong Ding Liu Yu Cheng Chen Fang Xiaohui Shen Jianchao Yang Pan Zhou Zhangyang Wang 36 1,541 0 17 Jun 2019
Deep Reference Generation with Multi-Domain Hierarchical Constraints for Inter Prediction Jiaying Liu Sifeng Xia Wenhan Yang 25 20 0 16 May 2019
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Kai Zhang W. Zuo Lei Zhang SupR 28 361 0 29 Mar 2019
Single Image Deraining: A Comprehensive Benchmark Analysis Siyuan Li I. B. Araujo Wenqi Ren Zhangyang Wang Eric K. Tokuda Roberto Hirata Junior R. M. C. Junior Jiawan Zhang Xiaojie Guo Xiaochun Cao 32 289 0 20 Mar 2019
Bridging the Gap Between Computational Photography and Visual Recognition Rosaura G. VidalMata Sreya Banerjee Brandon RichardWebster Michael Albright Pedro Davalos ... Wen-Chi Chin Yi-Chun Li M. Lababidi C. Otto Walter J. Scheirer 31 55 0 28 Jan 2019
DSFD: Dual Shot Face Detector Jian Li Yabiao Wang Changan Wang Ying Tai J. Qian Jian Yang Chengjie Wang Jilin Li Feiyue Huang CVBM 50 410 0 24 Oct 2018
Selective Refinement Network for High Performance Face Detection Cheng Chi Shifeng Zhang Junliang Xing Zhen Lei Stan Z. Li Xudong Zou CVBM 42 157 0 07 Sep 2018
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning Ding Liu Bihan Wen Jianbo Jiao Xianming Liu Zhangyang Wang Thomas S. Huang 31 145 0 06 Sep 2018
Deep Retinex Decomposition for Low-Light Enhancement Chen Wei Wenjing Wang Wenhan Yang Jiaying Liu 70 1,700 0 14 Aug 2018
U-Finger: Multi-Scale Dilated Convolutional Network for Fingerprint Image Denoising and Inpainting R. Prabhu Xiaojing Yu Zhangyang Wang Ding Liu Anxiao Anxiao Jiang 15 23 0 29 Jul 2018
Improved Techniques for Learning to Dehaze and Beyond: A Collective Study Yu Liu Guanlong Zhao Boyuan Gong Yongqian Li Ritu Raj ... Satya Kesav Sandeep Gottimukkala Zhangyang Wang Wenqi Ren Dacheng Tao VLM 116 40 0 30 Jun 2018
DMCNN: Dual-Domain Multi-Scale Convolutional Neural Network for Compression Artifacts Removal Xiaoshuai Zhang Wenhan Yang Yueyu Hu Jiaying Liu 55 122 0 08 Jun 2018
Getting to Know Low-light Images with The Exclusively Dark Dataset Y. P. Loh Chee Seng Chan 55 549 0 29 May 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 262 1,176 0 04 May 2018
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results Hajime Nada Vishwanath A. Sindagi He Zhang Vishal M. Patel CVBM 84 72 0 26 Apr 2018
Joint Enhancement and Denoising Method via Sequential Decomposition Xutong Ren Mading Li Wen-Huang Cheng Jiaying Liu 21 194 0 23 Apr 2018
O-HAZE: a dehazing benchmark with real hazy and haze-free outdoor images C. Ancuti Cosmin Ancuti Radu Timofte Christophe De Vleeschouwer 48 501 0 13 Apr 2018
I-HAZE: a dehazing benchmark with real hazy and haze-free indoor images C. Ancuti Cosmin Ancuti Radu Timofte Christophe De Vleeschouwer 30 328 0 13 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 38 21,306 0 08 Apr 2018
Real-world Noisy Image Denoising: A New Benchmark Jun Xu Hui Li Zhetong Liang David C. Zhang Lei Zhang 42 204 0 07 Apr 2018
Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework Jie Chen Cheen-Hau Tan Junhui Hou Lap-Pui Chau He Li 61 155 0 28 Mar 2018
Densely Connected Pyramid Dehazing Network He Zhang Vishal M. Patel 45 914 0 22 Mar 2018
PyramidBox: A Context-assisted Single Shot Face Detector Xu Tang Daniel K. Du Zeqiang He Jingtuo Liu CVBM 33 369 0 21 Mar 2018
Averaging Weights Leads to Wider Optima and Better Generalization Pavel Izmailov Dmitrii Podoprikhin T. Garipov Dmitry Vetrov A. Wilson FedML MoMe 84 1,643 0 14 Mar 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 74 851 0 21 Feb 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 250 1,398 0 01 Feb 2018
Enhance Visual Recognition under Adverse Conditions via Deep Networks Ding Liu Bowen Cheng Zhangyang Wang Haichao Zhang Thomas S. Huang 30 45 0 20 Dec 2017
Benchmarking Single Image Dehazing and Beyond Boyi Li Wenqi Ren Dengpan Fu Dacheng Tao Dan Feng Wenjun Zeng Zhangyang Wang VLM 60 1,515 0 12 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 94 4,885 0 03 Dec 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 63 631 0 28 Nov 2017
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks Orest Kupyn Volodymyr Budzan Mykola Mykhailych Dmytro Mishkin Jirí Matas 3DV 49 1,457 0 19 Nov 2017
MSR-net:Low-light Image Enhancement Using Deep Convolutional Network Liang Shen Zihan Yue Fan Feng Quan Chen Shihao Liu Jie Ma 35 273 0 07 Nov 2017
A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement Zhenqiang Ying Ge Li Wen Gao 20 252 0 02 Nov 2017
End-to-End United Video Dehazing and Detection Boyi Li Xiulian Peng Zhangyang Wang Jizheng Xu Dan Feng 58 110 0 12 Sep 2017
Robust Emotion Recognition from Low Quality and Low Bit Rate Video: A Deep Learning Approach Bowen Cheng Zhangyang Wang Zhaobin Zhang Zhu Li Ding Liu Jianchao Yang Shuai Huang Thomas S. Huang 46 29 0 10 Sep 2017
S $^3$ FD: Single Shot Scale-invariant Face Detector Shifeng Zhang Xiangyu Zhu Zhen Lei Hailin Shi Xiaobo Wang Stan Z. Li CVBM 49 602 0 17 Aug 2017
SSH: Single Stage Headless Face Detector Mahyar Najibi Pouya Samangouei Rama Chellappa L. Davis CVBM PICV 45 421 0 14 Aug 2017
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel Wenqi Ren Jin-shan Pan Xiaochun Cao Ming-Hsuan Yang 23 94 0 11 Aug 2017
An All-in-One Network for Dehazing and Beyond Boyi Li Xiulian Peng Zhangyang Wang Jizheng Xu Dan Feng 34 164 0 20 Jul 2017
Benchmarking Denoising Algorithms with Real Photographs Tobias Plötz Stefan Roth 23 584 0 05 Jul 2017
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach Ding Liu Bihan Wen Xianming Liu Zhangyang Wang Thomas S. Huang VLM 35 215 0 14 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 227 27,018 0 20 Mar 2017
Image De-raining Using a Conditional Generative Adversarial Network He Zhang Vishwanath A. Sindagi Vishal M. Patel GAN 86 1,015 0 21 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 384 21,951 0 09 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 401 10,281 0 16 Nov 2016