Fast Image Processing with Fully-Convolutional Networks

2 September 2017

Papers citing "Fast Image Processing with Fully-Convolutional Networks"

47 / 97 papers shown

Title
Getting to 99% Accuracy in Interactive Segmentation Marco Forte Brian L. Price Scott D. Cohen N. Xu Franccois Pitié 155 39 0 17 Mar 2020
Real-time Image Smoothing via Iterative Least Squares Wei Liu Pingping Zhang Xiaolin Huang Jie Yang Chuanhua Shen Ian Reid 78 94 0 17 Mar 2020
Deep Image Compression using Decoder Side Information Sharon Ayzik S. Avidan 58 36 0 14 Jan 2020
A Machine Learning Imaging Core using Separable FIR-IIR Filters M. Asama Leo F. Isikdogan R. Sushma Bhavin V. Nayak G. Michael VLM 27 1 0 02 Jan 2020
PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing Ryosuke Furuta Naoto Inoue T. Yamasaki 61 72 0 16 Dec 2019
CURL: Neural Curve Layers for Global Image Enhancement Sean J. Moran Steven McDonagh Greg Slabaugh 37 1 0 29 Nov 2019
Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN Xiaodong Cun Chi-Man Pun Cheng Shi 114 222 0 20 Nov 2019
VisionISP: Repurposing the Image Signal Processor for Computer Vision Applications Chyuan-Tyng Wu Leo F. Isikdogan R. Sushma Bhavin V. Nayak Timo Gerasimow Aleksandar Sutic Liron Ain-kedem G. Michael VLM 113 37 0 14 Nov 2019
ERNet Family: Hardware-Oriented CNN Models for Computational Imaging Using Block-Based Inference Chao-Tsung Huang 38 5 0 13 Oct 2019
eCNN: A Block-Based and Highly-Parallel CNN Accelerator for Edge Inference Chao-Tsung Huang Yu-Chun Ding Huan-Ching Wang Chi-Wen Weng Kai-Ping Lin Li-Wei Wang Li-De Chen 69 44 0 13 Oct 2019
BitNet: Learning-Based Bit-Depth Expansion Junyoung Byun Kyujin Shim Changick Kim MQ 64 20 0 10 Oct 2019
CameraNet: A Two-Stage Framework for Effective Camera ISP Learning Zhetong Liang Jianrui Cai Zisheng Cao Lei Zhang 61 76 0 05 Aug 2019
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation Dataset Feifan Lv Yu Li Feng Lu 3DV 85 274 0 02 Aug 2019
Improving the Harmony of the Composite Image by Spatial-Separated Attention Module Xiaodong Cun Chi-Man Pun 100 133 0 15 Jul 2019
A Divide-and-Conquer Approach towards Understanding Deep Networks Weilin Fu Katharina Breininger Roman Schaffert Nishant Ravikumar Andreas Maier SSeg 40 19 0 14 Jul 2019
A General Decoupled Learning Framework for Parameterized Image Operators Qingnan Fan Dongdong Chen Lu Yuan G. Hua Nenghai Yu Baoquan Chen OOD 58 104 0 11 Jul 2019
Learning with Known Operators reduces Maximum Training Error Bounds Andreas Maier Christopher Syben Bernhard Stimpel Tobias Würfl M. Hoffmann Frank Schebesch Weilin Fu L. Mill L. Kling S. Christiansen 82 109 0 03 Jul 2019
A Coarse-to-Fine Framework for Learned Color Enhancement with Non-Local Attention Chaowei Shan Zhizheng Zhang Zhibo Chen 21 4 0 08 Jun 2019
Unsupervised Deep Contrast Enhancement with Power Constraint for OLED Displays Y. Shin Seung Park Yoon-Jae Yeo Min-Jae Yoo Sung-Jea Ko 51 22 0 15 May 2019
Learning Digital Camera Pipeline for Extreme Low-Light Imaging Syed Waqas Zamir Aditya Arora Salman Khan Fahad Shahbaz Khan Ling Shao 79 33 0 11 Apr 2019
Motion Deblurring with an Adaptive Network Kuldeep Purohit A. N. Rajagopalan 27 1 0 25 Mar 2019
Im2Pencil: Controllable Pencil Illustration from Photographs Yijun Li Chen Fang Aaron Hertzmann Eli Shechtman Ming-Hsuan Yang DiffM 111 62 0 20 Mar 2019
Neural Imaging Pipelines - the Scourge or Hope of Forensics? Pawel Korus N. Memon 98 1 0 27 Feb 2019
Stereoscopic Dark Flash for Low-light Photography Jian Wang Tianfan Xue Jonathan T. Barron Jiawen Chen 38 22 0 05 Jan 2019
Content Authentication for Neural Imaging Pipelines: End-to-end Optimization of Photo Provenance in Complex Distribution Channels Pawel Korus N. Memon 51 13 0 04 Dec 2018
Three-dimensional Optical Coherence Tomography Image Denoising through Multi-input Fully-Convolutional Networks Ashkan Abbasi A. Monadjemi Leyuan Fang H. Rabbani Yi Zhang SupR 58 20 0 22 Nov 2018
Gated Context Aggregation Network for Image Dehazing and Deraining Dongdong Chen Mingming He Qingnan Fan Jing Liao Liheng Zhang Dongdong Hou Lu Yuan G. Hua 117 598 0 21 Nov 2018
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing Ryosuke Furuta Naoto Inoue T. Yamasaki 86 53 0 10 Nov 2018
Image Smoothing via Unsupervised Learning Yukun Tian Junping Zhang David Wipf Baoquan Chen Jianmin Wang OCL 69 107 0 07 Nov 2018
Non-blind Image Restoration Based on Convolutional Neural Network Kazutaka Uchida Masayuki Tanaka Masatoshi Okutomi 45 16 0 11 Sep 2018
Gibson Env: Real-World Perception for Embodied Agents F. Xia Amir Zamir Zhi-Yang He Alexander Sax Jitendra Malik Silvio Savarese AI4CE LM&Ro 104 830 0 31 Aug 2018
StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction S. Khamis S. Fanello Christoph Rhemann Adarsh Kowdle Julien P. C. Valentin Shahram Izadi 3DV 63 341 0 24 Jul 2018
Decouple Learning for Parameterized Image Operators Qingnan Fan Dongdong Chen Lu Yuan G. Hua Nenghai Yu Baoquan Chen OOD 89 63 0 21 Jul 2018
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining Xia Li Jianlong Wu Zhouchen Lin Hong Liu H. Zha 120 739 0 16 Jul 2018
A Fully Convolutional Two-Stream Fusion Network for Interactive Image Segmentation Yang Hu Andrea Soltoggio R. Lock Steve Carter 154 92 0 06 Jul 2018
Speech Denoising with Deep Feature Losses François Germain Qifeng Chen V. Koltun 83 162 0 27 Jun 2018
Single Image Reflection Separation with Perceptual Losses X. Zhang Ren Ng Qifeng Chen 106 323 0 14 Jun 2018
Deep-Energy: Unsupervised Training of Deep Neural Networks Alona Golts Daniel Freedman Michael Elad PINN 46 5 0 31 May 2018
Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration Xiaoshuai Zhang Yiping Lu Jiaying Liu Bin Dong 89 51 0 20 May 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 316 1,193 0 04 May 2018
Fast End-to-End Trainable Guided Filter Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang 84 229 0 15 Mar 2018
Scale-recurrent Network for Deep Image Deblurring Xin Tao Hongyun Gao Yi Wang Xiaoyong Shen Jue Wang Jiaya Jia SupR 98 1,105 0 06 Feb 2018
Guiding human gaze with convolutional neural networks Leon A. Gatys Matthias Kümmerer Thomas S. A. Wallis Matthias Bethge AAML CVBM 47 16 0 18 Dec 2017
Deep Texture and Structure Aware Filtering Network for Image Smoothing Kaiyue Lu Shaodi You Nick Barnes 15 0 0 07 Dec 2017
Learned Perceptual Image Enhancement Hossein Talebi Esfandarani P. Milanfar 100 80 0 07 Dec 2017
Classification Driven Dynamic Image Enhancement Vivek Sharma Ali Diba D. Neven M. S. Brown Luc Van Gool Rainer Stiefelhagen 86 67 0 20 Oct 2017
Joint Image Filtering with Deep Convolutional Networks Yijun Li Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang GAN 84 138 0 11 Oct 2017