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Studying Very Low Resolution Recognition Using Deep Networks

16 January 2016

Thomas S. Huang

Papers citing "Studying Very Low Resolution Recognition Using Deep Networks"

50 / 68 papers shown

Title
Efficient Low-Resolution Face Recognition via Bridge Distillation Shiming Ge Shengwei Zhao Chenyu Li Yu Zhang Jia Li CVBM 106 59 0 18 Sep 2024
Low-Resolution Face Recognition via Adaptable Instance-Relation Distillation Ruixin Shi Weijia Guo Shiming Ge CVBM 77 0 0 03 Sep 2024
Learning Unified Representations for Multi-Resolution Face Recognition Hulingxiao He Wu Yuan Yidian Huang Shilong Zhao Wen Yuan Hanqin Li CVBM 33 0 0 14 Oct 2023
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Sohyun Lee Taeyoung Son Suha Kwak 138 75 0 04 Apr 2022
RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images Ziteng Cui Yingying Zhu Lin Gu Guo-Jun Qi Xiaoxiao Li Peng Gao Zenghui Zhang Tatsuya Harada 75 5 0 07 Jan 2022
Task-Driven Deep Image Enhancement Network for Autonomous Driving in Bad Weather Younkwan Lee Jihyo Jeon Yeongmin Ko B. Jeon M. Jeon 128 26 0 14 Oct 2021
Joint Optical Neuroimaging Denoising with Semantic Tasks Tianfang Zhu Yue Guan A. Li 50 0 0 22 Sep 2021
Dynamic Fusion Network for RGBT Tracking Jingchao Peng Haitao Zhao Zhengwei Hu 74 30 0 16 Sep 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 77 11 0 26 Aug 2021
Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition Peiying Li Shikui Tu Lei Xu CVBM 64 24 0 03 Aug 2021
Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration Prasen Kumar Sharma Ira Bisht Arijit Sur 92 113 0 15 Jun 2021
DeepMoM: Robust Deep Learning With Median-of-Means Shih-Ting Huang Johannes Lederer FedML 74 6 0 28 May 2021
Class Equilibrium using Coulomb's Law S. Chhabra P. Majumdar Mayank Vatsa Richa Singh 22 0 0 25 Apr 2021
Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition Guangwei Gao Yi Yu Jian Yang Guo-Jun Qi Meng Yang CVBM 84 42 0 25 Mar 2021
Student Network Learning via Evolutionary Knowledge Distillation Kangkai Zhang Chunhui Zhang Shikun Li Dan Zeng Shiming Ge 77 85 0 23 Mar 2021
Siamese Infrared and Visible Light Fusion Network for RGB-T Tracking Jingchao Peng Haitao Zhao Zhengwei Hu Zhuang Yi Bofan Wang 68 42 0 12 Mar 2021
3D Human Pose, Shape and Texture from Low-Resolution Images and Videos Xiangyu Xu Hao Chen Francesc Moreno-Noguer László A. Jeni Fernando de la Torre 3DH 109 35 0 11 Mar 2021
Real-World Single Image Super-Resolution: A Brief Review Honggang Chen Xiaohai He L. Qing Yuanyuan Wu Chao Ren Ce Zhu 121 273 0 03 Mar 2021
Learning degraded image classification with restoration data fidelity Xiaoyu Lin 25 2 0 23 Jan 2021
Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition Angelo G. Menezes SupR CVBM 56 2 0 19 Jan 2021
Low-Resolution Face Recognition In Resource-Constrained Environments Mozhdeh Rouhsedaghat Yifan Wang Shuowen Hu Suya You C.-C. Jay Kuo CVBM 72 30 0 23 Nov 2020
MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution Armin Mehri P. B. Ardakani A. Sappa SupR 85 71 0 09 Nov 2020
Risk Bounds for Robust Deep Learning Johannes Lederer OOD 59 16 0 14 Sep 2020
Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis Zhipeng Bao Yu-Xiong Wang M. Hebert 85 11 0 16 Aug 2020
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning Xiangyu Xu Hao Chen Francesc Moreno-Noguer László A. Jeni Fernando de la Torre 3DH 62 51 0 27 Jul 2020
URIE: Universal Image Enhancement for Visual Recognition in the Wild Taeyoung Son Juwon Kang N. Kim Sunghyun Cho Suha Kwak OOD 93 49 0 17 Jul 2020
Classifying degraded images over various levels of degradation Kazuki Endo Masayuki Tanaka Masatoshi Okutomi 28 15 0 15 Jun 2020
Learning When and Where to Zoom with Deep Reinforcement Learning Burak Uzkent Stefano Ermon 87 69 0 01 Mar 2020
Explainable Deep Relational Networks for Predicting Compound-Protein Affinities and Contacts Mostafa Karimi Di Wu Zhangyang Wang Yang Shen 89 47 0 29 Dec 2019
Password-conditioned Anonymization and Deanonymization with Face Identity Transformers Xiuye Gu Weixin Luo Michael S. Ryoo Yong Jae Lee PICV CVBM 46 50 0 26 Nov 2019
Adversarial Learning of Privacy-Preserving and Task-Oriented Representations Taihong Xiao Yi-Hsuan Tsai Kihyuk Sohn Manmohan Chandraker Ming-Hsuan Yang 76 75 0 22 Nov 2019
Dual Directed Capsule Network for Very Low Resolution Image Recognition Maneet Singh Shruti Nagpal Richa Singh Mayank Vatsa 116 54 0 27 Aug 2019
Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach Zhenyu Wu Karthik Suresh Priya Narayanan Hongyu Xu H. Kwon Zhangyang Wang AAML 83 79 0 11 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yi Ding Zhangyang Wang GAN 94 263 0 11 Aug 2019
Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition Veeru Talreja Fariborz Taherkhani Matthew C. Valenti Nasser M. Nasrabadi GAN CVBM 58 23 0 05 Aug 2019
Exploring Factors for Improving Low Resolution Face Recognition O. A. Aghdam Behzad Bozorgtabar H. K. Ekenel Jean-Philippe Thiran CVBM 42 24 0 23 Jul 2019
All-In-One Underwater Image Enhancement using Domain-Adversarial Learning Pritish Uplavikar Zhenyu Wu Zhangyang Wang 62 130 0 30 May 2019
Segmentation-Aware Image Denoising without Knowing True Segmentation Sicheng Wang Bihan Wen Junru Wu Dacheng Tao Zhangyang Wang DiffM 89 17 0 22 May 2019
FH-GAN: Face Hallucination and Recognition using Generative Adversarial Network Bayram Bayramli Usman Ali Te Qi Hongtao Lu CVBM PICV 70 10 0 16 May 2019
High Frequency Residual Learning for Multi-Scale Image Classification Bowen Cheng Rong Xiao Jianfeng Wang Thomas Huang Lei Zhang 82 22 0 07 May 2019
$UG$^{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 Ye Yuan Wenhan Yang Wenqi Ren Xin Liu Cheng Chi Haiquan Wang 3DV 147 238 0 09 Apr 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 69 290 0 20 Mar 2019
Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation Shiming Ge Shengwei Zhao Chenyu Li Jia Li CVBM 135 188 0 25 Nov 2018
Low-Resolution Face Recognition Zhiyi Cheng Xiatian Zhu S. Gong CVBM 145 118 0 21 Nov 2018
Does Haze Removal Help CNN-based Image Classification? Yanting Pei Yaping Huang Qi Zou Yuhang Lu Song Wang 73 72 0 12 Oct 2018
Effects of Image Degradations to CNN-based Image Classification Yanting Pei Yaping Huang Qi Zou Hao Zang Xingyuan Zhang Song Wang 77 21 0 12 Oct 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 77 149 0 06 Sep 2018
Wide Activation for Efficient and Accurate Image Super-Resolution Jiahui Yu Yuchen Fan Jianchao Yang N. Xu Zhaowen Wang Xinchao Wang Thomas Huang SupR 64 357 0 27 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 38 23 0 29 Jul 2018
Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study Zhenyu Wu Zhangyang Wang Zhaowen Wang Hailin Jin AAML PICV 91 153 0 22 Jul 2018