Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 1,134 papers shown

Title
DSSD : Deconvolutional Single Shot Detector Cheng-Yang Fu Wen Liu A. Ranga A. Tyagi Alexander C. Berg ObjD 154 1,920 0 23 Jan 2017
A New Convolutional Network-in-Network Structure and Its Applications in Skin Detection, Semantic Segmentation, and Artifact Reduction Yoonsik Kim Insung Hwang N. Cho 55 24 0 22 Jan 2017
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos Enis Berk Çoban Bo Xiong Michael I. Mandel VOS 134 382 0 19 Jan 2017
Pixel Objectness S. Jain Bo Xiong Kristen Grauman 77 37 0 19 Jan 2017
A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe V. Turchenko Eric Chalmers Artur Luczak SSL 56 74 0 18 Jan 2017
CNN-based Segmentation of Medical Imaging Data Baris Kayalibay Grady Jensen Patrick van der Smagt SSeg 233 417 0 11 Jan 2017
Weakly Supervised Semantic Segmentation using Web-Crawled Videos Seunghoon Hong Donghun Yeo Suha Kwak Honglak Lee Bohyung Han 122 158 0 02 Jan 2017
Deep learning for plasma tomography using the bolometer system at JET F. Matos D. R. Ferreira P. Carvalho JET Contributors 51 45 0 02 Jan 2017
Rotation equivariant vector field networks Diego Marcos Michele Volpi N. Komodakis D. Tuia 85 270 0 29 Dec 2016
Globally Optimal Object Tracking with Fully Convolutional Networks Jinho Lee Brian Kenji Iwana Shouta Ide S. Uchida 38 4 0 25 Dec 2016
Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics Xin Li Fuxin Li GAN AAML 120 366 0 22 Dec 2016
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving Marvin Teichmann Michael Weber Johann Marius Zöllner R. Cipolla R. Urtasun SSeg 89 699 0 22 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 95 321 0 20 Dec 2016
Deeply Aggregated Alternating Minimization for Image Restoration Youngjung Kim Hyungjoo Jung Dongbo Min Kwanghoon Sohn 57 30 0 20 Dec 2016
Beyond Holistic Object Recognition: Enriching Image Understanding with Part States Cewu Lu Hao Su Yongyi Lu L. Yi Chi-Keung Tang Leonidas Guibas 82 33 0 15 Dec 2016
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling Spyros Gidaris N. Komodakis 85 145 0 14 Dec 2016
Generalized Deep Image to Image Regression Venkataraman Santhanam Vlad I. Morariu L. Davis 3DV 49 73 0 10 Dec 2016
3D Shape Segmentation with Projective Convolutional Networks E. Kalogerakis Melinos Averkiou Subhransu Maji S. Chaudhuri 3DV 3DPC 91 364 0 08 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 102 791 0 08 Dec 2016
Core Sampling Framework for Pixel Classification Manohar Karki Robert DiBiano Saikat Basu S. Mukhopadhyay 35 10 0 06 Dec 2016
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 126 604 0 05 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 667 12,054 0 04 Dec 2016
Adversarial Images for Variational Autoencoders Pedro Tabacof Julia Tavares Eduardo Valle DRL AAML 84 85 0 01 Dec 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 641 1,525 0 30 Nov 2016
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis Chao Yang Xin Lu Zhe Lin Eli Shechtman Oliver Wang Hao Li 84 781 0 30 Nov 2016
Surveillance Video Parsing with Single Frame Supervision Si Liu Changhu Wang Ruihe Qian Han Yu Renda Bao 74 59 0 29 Nov 2016
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 220 1,581 0 28 Nov 2016
Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections Jianfeng Dong Xiao-Jiao Mao Chunhua Shen Yubin Yang SSL 23 6 0 28 Nov 2016
3D Human Pose Estimation from a Single Image via Distance Matrix Regression Francesc Moreno-Noguer 3DH 116 392 0 28 Nov 2016
Improving Fully Convolution Network for Semantic Segmentation Bing Shuai Ting Liu G. Wang SSeg 53 22 0 28 Nov 2016
Semantic Segmentation using Adversarial Networks Pauline Luc Camille Couprie Soumith Chintala Jakob Verbeek GAN SSeg 97 724 0 25 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 93 564 0 24 Nov 2016
Image-based localization using LSTMs for structured feature correlation F. Walch C. Hazirbas Laura Leal-Taixé Torsten Sattler S. Hilsenbeck Daniel Cremers 93 496 0 23 Nov 2016
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 103 1,006 0 23 Nov 2016
Scene Labeling using Gated Recurrent Units with Explicit Long Range Conditioning Qiangui Huang Weiyue Wang S. Kevin Zhou Suya You Ulrich Neumann 37 4 0 22 Nov 2016
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression Lukas Cavigelli P. Hager Luca Benini 81 196 0 22 Nov 2016
Efficient Convolutional Neural Network with Binary Quantization Layer Mahdyar Ravanbakhsh Hossein Mousavi Moin Nabi L. Marcenaro C. Regazzoni SSeg MQ 24 1 0 21 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 293 2,851 0 20 Nov 2016
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment Nazia Attari Ferda Ofli Mohammad Awad J. Lucas Sanjay Chawla 100 44 0 20 Nov 2016
Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis Yoseob Han J. Yoo J. C. Ye 73 206 0 19 Nov 2016
Convolutional Gated Recurrent Networks for Video Segmentation Mennatullah Siam Sepehr Valipour Martin Jägersand Nilanjan Ray VOS 100 101 0 16 Nov 2016
DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification Shu Zhang Ran He Tieniu Tan CVBM 3DH 90 73 0 16 Nov 2016
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 81 917 0 16 Nov 2016
One-to-Many Network for Visually Pleasing Compression Artifacts Reduction Jun Guo Hongyang Chao 89 89 0 15 Nov 2016
Semi-Dense 3D Semantic Mapping from Monocular SLAM Xuanpeng Li R. Belaroussi 69 63 0 13 Nov 2016
Chinese/English mixed Character Segmentation as Semantic Segmentation Huabin Zheng Jingyu Wang Zhengjie Huang Yang Yang Rong Pan 18 3 0 07 Nov 2016
High-Resolution Semantic Labeling with Convolutional Neural Networks Emmanuel Maggiori Y. Tarabalka Guillaume Charpiat Pierre Alliez SSeg 64 172 0 07 Nov 2016
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics J. M. Wong 64 11 0 01 Nov 2016
Visual Question Answering: Datasets, Algorithms, and Future Challenges Kushal Kafle Christopher Kanan OOD 88 244 0 05 Oct 2016
A CNN Cascade for Landmark Guided Semantic Part Segmentation Aaron S. Jackson Michel Valstar Georgios Tzimiropoulos SSeg 67 48 0 30 Sep 2016