Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 1,134 papers shown

Title
Retinal vessel segmentation based on Fully Convolutional Neural Networks Américo Oliveira Sérgio Pereira Carlos Alberto Silva MedIm 66 266 0 18 Dec 2018
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks Kevin Louis de Jong Anna Sergeevna Bosman SSL 69 73 0 14 Dec 2018
Generating Hard Examples for Pixel-wise Classification Hyungtae Lee H. Kwon Wonkook Kim 16 8 0 13 Dec 2018
Tree-structured Kronecker Convolutional Network for Semantic Segmentation Tianyi Wu Sheng Tang Rui Zhang Juan Cao Jintao Li SSeg 80 34 0 12 Dec 2018
3D Scene Parsing via Class-Wise Adaptation Daichi Ono Hiroyuki Yabe Tsutomu Horikawa 3DV 3DPC 38 0 0 10 Dec 2018
Reliable Identification of Redundant Kernels for Convolutional Neural Network Compression Wei Wang Liqiang Zhu CVBM 56 13 0 10 Dec 2018
Scale-aware multi-level guidance for interactive instance segmentation Soumajit Majumder Angela Yao 50 1 0 07 Dec 2018
DSNet for Real-Time Driving Scene Semantic Segmentation Wenfu Wang Zhijie Pan SSeg 129 14 0 06 Dec 2018
Vision-Based High Speed Driving with a Deep Dynamic Observer P. Drews Grady Williams Brian Goldfain Evangelos A. Theodorou James M. Rehg 60 49 0 05 Dec 2018
Stochastic Model Pruning via Weight Dropping Away and Back Haipeng Jia Xueshuang Xiang Da Fan Meiyu Huang Changhao Sun Yang He 33 2 0 05 Dec 2018
Multiview Cross-supervision for Semantic Segmentation Yuan Yao H. Park 40 3 0 04 Dec 2018
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection Yongchao Xu Yukang Wang Wei Zhou Yongpan Wang Zhibo Yang X. Bai 93 253 0 04 Dec 2018
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets Joseph Aylett-Bullock C. Cuesta-Lázaro Arnau Quera-Bofarull 67 101 0 03 Dec 2018
Plan-Recognition-Driven Attention Modeling for Visual Recognition Yantian Zha Yikang Li Tianshu Yu Subbarao Kambhampati Baoxin Li 31 0 0 02 Dec 2018
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 109 89 0 28 Nov 2018
Universal Semi-Supervised Semantic Segmentation Tarun Kalluri G. Varma Manmohan Chandraker C. V. Jawahar 104 96 0 26 Nov 2018
Joint Facade Registration and Segmentation for Urban Localization Antoine Fond Marie-Odile Berger Gilles Simon CVBM 28 1 0 25 Nov 2018
Background Subtraction with Real-time Semantic Segmentation Dongdong Zeng Xiang Chen Ming Zhu Michael Goesele Arjan Kuijper VOS 73 44 0 25 Nov 2018
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality Control Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger UQCV 76 120 0 24 Nov 2018
An Adaptive Approach for Automated Grapevine Phenotyping using VGG-based Convolutional Neural Networks Jonatan Grimm Katja Herzog F. Rist A. Kicherer R. Töpfer Volker Steinhage 20 6 0 23 Nov 2018
Recurrent Iterative Gating Networks for Semantic Segmentation Rezaul Karim Md. Amirul Islam Neil D. B. Bruce 50 11 0 20 Nov 2018
A Pretrained DenseNet Encoder for Brain Tumor Segmentation J. Stawiaski 3DV 71 21 0 19 Nov 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 172 1,575 0 17 Nov 2018
Scene Text Detection and Recognition: The Deep Learning Era Shangbang Long Xin He Cong Yao VLM 174 400 0 10 Nov 2018
Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez Hyeonsoo Moon ... T. Moyo M. Savona A. Assad R. Abramson Bennett A. Landman 96 46 0 09 Nov 2018
Scene Parsing via Dense Recurrent Neural Networks with Attentional Selection Heng Fan Peng Chu Longin Jan Latecki Haibin Ling 79 14 0 09 Nov 2018
DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking Qiangqiang Wu Marcin Skibinski Yanjie Liang Yi Liu Hanzi Wang 51 8 0 06 Nov 2018
Applications of Deep Learning to Nuclear Fusion Research D. R. Ferreira 16 9 0 01 Nov 2018
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Vladimir Nekrasov Hao Chen Chunhua Shen Ian Reid SSeg 88 150 0 25 Oct 2018
Improving Fast Segmentation With Teacher-student Learning Jiafeng Xie Bing Shuai Jianfang Hu Jingyang Lin Weishi Zheng 93 97 0 19 Oct 2018
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction Bolun Zheng Yao-wu Chen Xiang Tian Fan Zhou Xuesong Liu 83 79 0 18 Oct 2018
S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction Bolun Zheng Rui Sun Xiang Tian Yao-wu Chen 69 21 0 18 Oct 2018
Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation Zi-Yi Ke Chiou-Ting Hsu 58 0 0 16 Oct 2018
Learning to Segment Corneal Tissue Interfaces in OCT Images T. Mathai K. Lathrop J. Galeotti 64 20 0 15 Oct 2018
Deep learning based cloud detection for medium and high resolution remote sensing images of different sensors Zhiwei Li Huanfeng Shen Qing Cheng Yuhao Liu S. You Zongyi He 92 231 0 13 Oct 2018
InfiNet: Fully Convolutional Networks for Infant Brain MRI Segmentation Shubham Kumar Sailesh Conjeti Abhijit Guha Roy Christian Wachinger Nassir Navab 64 15 0 11 Oct 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 72 13 0 10 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 91 148 0 08 Oct 2018
Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network Juan Luis Gonzalez M. Sarmad H. J. Lee Munchurl Kim 23 1 0 07 Oct 2018
SuperDepth: Self-Supervised, Super-Resolved Monocular Depth Estimation Sudeep Pillai Rares Andrei Ambrus Adrien Gaidon SupR MDE 72 220 0 03 Oct 2018
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks Mahmoud Kalash Md. Amirul Islam Neil D. B. Bruce 77 13 0 03 Oct 2018
DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks J. Caldeira W. L. K. Wu Brian D. Nord Camille Avestruz Shubhendu Trivedi K. Story 101 66 0 02 Oct 2018
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Jonas Schult Bastian Leibe 3DPC 139 109 0 02 Oct 2018
Triply Supervised Decoder Networks for Joint Detection and Segmentation Jiale Cao Yanwei Pang Xuelong Li 50 62 0 25 Sep 2018
Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic Segmentation Shang-Wei Hung Shao-Yuan Lo Hsueh-Ming Hang 31 0 0 24 Sep 2018
Human activity recognition based on time series analysis using U-Net Yong Zhang Yu Zhang Zhao Zhang Jie Bao Yunpeng Song HAI 50 38 0 20 Sep 2018
Multispecies fruit flower detection using a refined semantic segmentation network P. Dias A. Tabb Henry Medeiros 66 114 0 20 Sep 2018
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin SSeg 150 194 0 17 Sep 2018
DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation Chuang Niu Shenghan Ren Jimin Liang SSeg 52 0 0 17 Sep 2018
Devil in the Details: Towards Accurate Single and Multiple Human Parsing Tao Ruan Ting Liu Zilong Huang Yunchao Wei Shikui Wei Yao-Min Zhao Thomas Huang 202 251 0 17 Sep 2018