Efficient piecewise training of deep structured models for semantic segmentation

4 April 2015

Guosheng Lin

Chunhua Shen

Papers citing "Efficient piecewise training of deep structured models for semantic segmentation"

50 / 356 papers shown

Title
FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural Networks Ruochen Yin Biao Yu Huapeng Wu Yuntao Song Runxin Niu 3DPC 8 24 0 09 Mar 2020
Dense Dilated Convolutions Merging Network for Land Cover Classification Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 22 115 0 09 Mar 2020
DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images Jie Chen Ziyang Yuan Jian Peng Li Chen Haozhe Huang Jiawei Zhu Yu Liu Haifeng Li 36 475 0 07 Mar 2020
Attention-guided Chained Context Aggregation for Semantic Segmentation Quan Tang Fagui Liu Tong Zhang Jun Jiang Yu Zhang 13 29 0 27 Feb 2020
Teaching the Old Dog New Tricks: Supervised Learning with Constraints F. Detassis M. Lombardi M. Milano 22 27 0 25 Feb 2020
Injecting Domain Knowledge in Neural Networks: a Controlled Experiment on a Constrained Problem Mattia Silvestri M. Lombardi M. Milano AI4CE 27 18 0 25 Feb 2020
High-Order Paired-ASPP Networks for Semantic Segmenation Yu Zhang Xin Sun Junyu Dong Changrui Chen Yue Shen 52 2 0 18 Feb 2020
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation Jun Liu Xiang Wang X. Tai 11 35 0 10 Feb 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning Simon Vandenhende Stamatios Georgoulis Luc Van Gool 20 216 0 19 Jan 2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction Xi Fang Pingkun Yan SSeg 18 172 0 01 Jan 2020
TBC-Net: A real-time detector for infrared small target detection using semantic constraint Mingxin Zhao Li Cheng Xu Yang P. Feng Liyuan Liu N. Wu 8 58 0 27 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 40 189 0 21 Dec 2019
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey G. Algan ilkay Ulusoy NoLa VLM 27 322 0 11 Dec 2019
End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition Shaofei Wang Vishnu Suresh Lokhande M. Singh Konrad Paul Kording Julian Yarkony 4 1 0 06 Dec 2019
Learning Rate Dropout Huangxing Lin Weihong Zeng Xinghao Ding Yue Huang Yihong Zhuang John Paisley ODL 16 9 0 30 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search Xukai Xie Yuan Zhou S. Kung 17 34 0 24 Nov 2019
Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition Mohammed Haroon Dupty Zhen Zhang Wee Sun Lee ViT 27 7 0 22 Nov 2019
Differentiating Features for Scene Segmentation Based on Dedicated Attention Mechanisms Z. Xiong Zhicheng Wang Zhaohui Yu Xi Gu 19 1 0 19 Nov 2019
Location-aware Upsampling for Semantic Segmentation Xiangyu He Zitao Mo Qiang Chen Anda Cheng Peisong Wang Jian Cheng 22 2 0 13 Nov 2019
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation Maps Umaseh Sivanesan Luis H. Braga R. Sonnadara Kiret Dhindsa GAN MedIm 27 12 0 12 Nov 2019
Sequential image processing methods for improving semantic video segmentation algorithms B. Sirmaçek N. Botteghi Santiago Sanchez Escalonilla Plaza 17 0 0 29 Oct 2019
Multi-source Domain Adaptation for Semantic Segmentation Sicheng Zhao Bo-wen Li Xiangyu Yue Yang Gu Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 32 159 0 27 Oct 2019
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Dominik Muller Frank Kramer 22 117 0 21 Oct 2019
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 183 148 0 15 Oct 2019
Deep Multiphase Level Set for Scene Parsing Pingping Zhang Wei Liu Yinjie Lei Hongyu Wang Huchuan Lu 19 15 0 08 Oct 2019
Learnable Tree Filter for Structure-preserving Feature Transform Lin Song Yanwei Li Zeming Li Gang Yu Hongbin Sun Jian Sun Nanning Zheng 19 48 0 27 Sep 2019
Learning Propagation for Arbitrarily-structured Data Sifei Liu Xueting Li Varun Jampani Shalini De Mello Jan Kautz GNN 37 0 0 25 Sep 2019
Structured Binary Neural Networks for Image Recognition Bohan Zhuang Chunhua Shen Mingkui Tan Peng Chen Lingqiao Liu Ian Reid MQ 22 17 0 22 Sep 2019
Dual Graph Convolutional Network for Semantic Segmentation Li Zhang Xiangtai Li Anurag Arnab Kuiyuan Yang Yunhai Tong Philip Torr GNN 31 172 0 13 Sep 2019
Squeeze-and-Attention Networks for Semantic Segmentation Zilong Zhong Z. Q. Lin Rene Bidart Xiaodan Hu Ibrahim Ben Daya Zhifeng Li Wei-Shi Zheng Jonathan Li A. Wong SSeg 23 234 0 08 Sep 2019
Semantic Correlation Promoted Shape-Variant Context for Segmentation Henghui Ding Xudong Jiang Bing Shuai A. Liu Gang Wang ISeg 6 167 0 05 Sep 2019
Distance transform regression for spatially-aware deep semantic segmentation Nicolas Audebert Alexandre Boulch Bertrand Le Saux Sébastien Lefèvre 17 35 0 04 Sep 2019
Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 39 14 0 30 Aug 2019
Asymmetric Non-local Neural Networks for Semantic Segmentation Zhen Zhu Mengde Xu S. Bai Tengteng Huang X. Bai 28 602 0 21 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,534 0 20 Aug 2019
Parametric Majorization for Data-Driven Energy Minimization Methods Jonas Geiping Michael Moeller 30 4 0 17 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 19 59 0 11 Aug 2019
Grid Saliency for Context Explanations of Semantic Segmentation Lukas Hoyer Mauricio Muñoz P. Katiyar Anna Khoreva Volker Fischer FAtt 25 48 0 30 Jul 2019
Adaptive Context Encoding Module for Semantic Segmentation Congcong Wang F. A. Cheikh Azeddine Beghdadi O. Elle SSeg 29 2 0 13 Jul 2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Towaki Takikawa David Acuna Varun Jampani Sanja Fidler 35 606 0 12 Jul 2019
Dynamic Face Video Segmentation via Reinforcement Learning Yujiang Wang Mingzhi Dong Jie Shen Yang Wu Shiyang Cheng M. Pantic CVBM 16 20 0 02 Jul 2019
Learning to Reconstruct and Understand Indoor Scenes from Sparse Views Jingyu Yang Ji Xu Kun Li Yu-Kun Lai Huanjing Yue Jianzhi Lu Hao Wu Yebin Liu 3DV 26 6 0 19 Jun 2019
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation Zhenyu Zhang Zhen Cui Chunyan Xu Yan Yan N. Sebe Jian Yang MDE 17 280 0 08 Jun 2019
Learning Fully Dense Neural Networks for Image Semantic Segmentation Mingmin Zhen Jinglu Wang Lei Zhou Tian Fang Long Quan SSeg 14 35 0 22 May 2019
Efficient Ladder-style DenseNets for Semantic Segmentation of Large Images Ivan Kreso Josip Krapac Sinisa Segvic SSeg 28 53 0 14 May 2019
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss Yifu Chen Arnaud Dapogny Matthieu Cord SSeg 16 24 0 06 May 2019
Structured Prediction using cGANs with Fusion Discriminator Faisal Mahmood Wenhao Xu Nicholas J. Durr Jeremiah W. Johnson Alan Yuille 17 5 0 30 Apr 2019
Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation Chunfeng Song Yan Huang Wanli Ouyang Liang Wang 19 216 0 26 Apr 2019
AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks Xianzhi Du Mostafa El-Khamy Jungwon Lee 3DPC 32 49 0 19 Apr 2019
Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology Hiroki Tokunaga Y. Teramoto Akihiko Yoshizawa Ryoma Bise 26 118 0 12 Apr 2019