The Effectiveness of Instance Normalization: a Strong Baseline for Single Image Dehazing

8 May 2018

Papers citing "The Effectiveness of Instance Normalization: a Strong Baseline for Single Image Dehazing"

22 / 22 papers shown

Title
Semantic Single-Image Dehazing Ziang Cheng Shaodi You V. Ila Hongdong Li 54 17 0 16 Apr 2018
O-HAZE: a dehazing benchmark with real hazy and haze-free outdoor images C. Ancuti Cosmin Ancuti Radu Timofte Christophe De Vleeschouwer 68 503 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 59 328 0 13 Apr 2018
Densely Connected Pyramid Dehazing Network He Zhang Vishal M. Patel 59 917 0 22 Mar 2018
A Cascaded Convolutional Neural Network for Single Image Dehazing Chongyi Li Jichang Guo Fatih Porikli Huazhu Fu Yanwei Pang 41 81 0 21 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 376 11,790 0 11 Jan 2018
Benchmarking Single Image Dehazing and Beyond Boyi Li Wenqi Ren Dengpan Fu Dacheng Tao Dan Feng Wenjun Zeng Zhangyang Wang VLM 70 1,531 0 12 Dec 2017
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 122 3,151 0 29 Nov 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 91 1,102 0 25 Aug 2017
Exploring the structure of a real-time, arbitrary neural artistic stylization network Golnaz Ghiasi Honglak Lee M. Kudlur Vincent Dumoulin Jonathon Shlens 76 291 0 18 May 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 179 4,359 0 20 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 323 19,643 0 21 Nov 2016
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 298 1,163 0 24 Oct 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 174 3,707 0 27 Jul 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu Kui Jia Chunmei Qing Dacheng Tao 187 2,433 0 28 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,289 0 11 Feb 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,348 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,525 0 01 Sep 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,933 0 20 Dec 2013
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 178 4,949 0 06 Oct 2013