v1v2v3v4 (latest)

Efficient piecewise training of deep structured models for semantic segmentation

Computer Vision and Pattern Recognition (CVPR), 2015

4 April 2015

Guosheng Lin

Chunhua Shen

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

50 / 355 papers shown

Title
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 224 119 0 11 Apr 2019
Pixel-Adaptive Convolutional Neural Networks Hang Su Varun Jampani Deqing Sun Orazio Gallo Erik Learned-Miller Jan Kautz 331 321 0 10 Apr 2019
High-Resolution Representations for Labeling Pixels and Regions Ke Sun Yang Zhao Borui Jiang Tianheng Cheng Bin Xiao Dong Liu Yadong Mu Xinggang Wang Wenyu Liu Jingdong Wang SSeg 231 852 0 09 Apr 2019
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation Huikai Wu Junge Zhang Kaiqi Huang Kongming Liang Yizhou Yu SSeg 215 323 0 28 Mar 2019
Value of Temporal Dynamics Information in Driving Scene SegmentationIEEE Transactions on Intelligent Vehicles (IEEE Trans. Intell. Veh.), 2019 Li Ding Jack Terwilliger Rini Sherony B. Reimer Alex Fridman 102 23 0 21 Mar 2019
Visual Semantic Information Pursuit: A Survey Daqi Liu M. Bober J. Kittler 224 33 0 13 Mar 2019
Knowledge Adaptation for Efficient Semantic Segmentation Tong He Chunhua Shen Zhi Tian Dong Gong Changming Sun Youliang Yan SSeg 213 242 0 12 Mar 2019
CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2019 Chi Zhang Guosheng Lin Fayao Liu Rui Yao Chunhua Shen VLM SSeg 198 622 0 06 Mar 2019
Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature AggregationComputer Vision and Pattern Recognition (CVPR), 2019 Zhi Tian Tong He Chunhua Shen Youliang Yan 317 237 0 05 Mar 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 439 196 0 13 Feb 2019
The effect of scene context on weakly supervised semantic segmentationIranian Conference on Machine Vision and Image Processing (MVIP), 2019 Mohammad Kamalzare R. Kahani Alireza Talebpour Ahmad Mahmoudi-Aznaveh 97 0 0 12 Feb 2019
Attention-based Context Aggregation Network for Monocular Depth Estimation Yuru Chen Haitao Zhao Zhengwei Hu 130 99 0 29 Jan 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 157 1 0 24 Jan 2019
Soft Rasterizer: Differentiable Rendering for Unsupervised Single-View Mesh Reconstruction Shichen Liu Weikai Chen Tianye Li Hao Li 281 97 0 17 Jan 2019
Integrating Learning and Reasoning with Deep Logic Models G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori NAI 173 60 0 14 Jan 2019
Window detection in aerial texture images of the Berlin 3D CityGML Model Franziska Lippoldt Marius Erdt 32 0 0 19 Dec 2018
Unsupervised Change Detection in Satellite Images Using Convolutional Neural Networks Kevin Louis de Jong Anna Sergeevna Bosman SSL 167 79 0 14 Dec 2018
Tree-structured Kronecker Convolutional Network for Semantic Segmentation Tianyi Wu Sheng Tang Rui Zhang Juan Cao Jintao Li SSeg 212 36 0 12 Dec 2018
Predictive Learning on Hidden Tree-Structured Ising Models Konstantinos E. Nikolakakis Dionysios S. Kalogerias Anand D. Sarwate 465 14 0 11 Dec 2018
PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image Chen Liu Kihwan Kim Liang Feng Yasutaka Furukawa Jan Kautz 3DV 251 243 0 10 Dec 2018
SurfConv: Bridging 3D and 2D Convolution for RGBD Images Hang Chu Wei-Chiu Ma Kaustav Kundu R. Urtasun Sanja Fidler MDE 130 25 0 04 Dec 2018
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation Jiawei Zhang Yuzhen Jin Jilan Xu Xiaowei Xu Yanchun Zhang SSeg MedIm AI4CE 203 145 0 02 Dec 2018
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation Jishnu Mukhoti Y. Gal UQCV BDL 253 245 0 30 Nov 2018
ShelfNet for Fast Semantic Segmentation Juntang Zhuang Tomoki Hayashi Lin Gu Shinji Watanabe SSeg 194 4 0 27 Nov 2018
Affinity Derivation and Graph Merge for Instance Segmentation Yiding Liu Siyu Yang Bin Li Wen-gang Zhou Jizheng Xu Houqiang Li Yan Lu ISeg SSeg 186 111 0 27 Nov 2018
Semi-Supervised Semantic Image Segmentation with Self-correcting NetworksComputer Vision and Pattern Recognition (CVPR), 2018 Mostafa S. Ibrahim Arash Vahdat Mani Ranjbar W. Macready 222 89 0 17 Nov 2018
Scene Parsing via Dense Recurrent Neural Networks with Attentional SelectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2018 Heng Fan Peng Chu Longin Jan Latecki Haibin Ling 145 14 0 09 Nov 2018
An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images Shuai Chen Marleen de Bruijne MedIm 119 13 0 08 Nov 2018
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks Jie Hu Li Shen Samuel Albanie Gang Sun Andrea Vedaldi 279 666 0 29 Oct 2018
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Vladimir Nekrasov Hao Chen Chunhua Shen Ian Reid SSeg 226 153 0 25 Oct 2018
Improving Fast Segmentation With Teacher-student Learning Jiafeng Xie Bing Shuai Jianfang Hu Jingyang Lin Weishi Zheng 206 103 0 19 Oct 2018
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation Chaowei Xiao Ruizhi Deng Yue Liu Feng Yu M. Liu Basel Alomair AAML 178 103 0 11 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 141 150 0 08 Oct 2018
Diagnostics in Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid VLM SSeg 101 3 0 27 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 256 155 0 13 Sep 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction Liang-Chieh Chen Maxwell D. Collins Yukun Zhu George Papandreou Barret Zoph Florian Schroff Hartwig Adam Jonathon Shlens 3DV 187 419 0 11 Sep 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 1.6K 5,769 0 09 Sep 2018
Adversarial Learning for Image Forensics Deep Matching with Atrous Convolution Yaqi Liu Xianfeng Zhao Xiaobin Zhu Yun Cao GAN 121 2 0 08 Sep 2018
Detailed Dense Inference with Convolutional Neural Networks via Discrete Wavelet Transform Lingni Ma J. Stückler Tao Wu Zorah Lähner 109 9 0 06 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 392 2,507 0 02 Aug 2018
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation Qichuan Geng Xinyu Huang Zhong Zhou Ruigang Yang SSeg 110 1 0 01 Aug 2018
Guided Upsampling Network for Real-Time Semantic SegmentationBritish Machine Vision Conference (BMVC), 2018 Davide Mazzini SSeg 140 121 0 19 Jul 2018
ModaNet: A Large-Scale Street Fashion Dataset with Polygon AnnotationsACM Multimedia (ACM MM), 2018 Shuai Zheng Fan Yang M. Kiapour Robinson Piramuthu 279 146 0 03 Jul 2018
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 147 21 0 19 Jun 2018
Semantic Video Segmentation: A Review on Recent Approaches M. H. Saffar Mohsen Fayyaz Mohammad Sabokrou M. Fathy 152 12 0 16 Jun 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 293 955 0 25 May 2018
Complex Relations in a Deep Structured Prediction Model for Fine Image Segmentation Cristina Mata Guy Ben-Yosef Boris Katz 159 0 0 24 May 2018
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics Luciano Melodia 268 3 0 23 May 2018
DifNet: Semantic Segmentation by Diffusion Networks Peng-Tao Jiang Fanglin Gu Yunhai Wang Changhe Tu Baoquan Chen DiffM SSeg 257 37 0 21 May 2018
Adversarial Structure Matching for Structured Prediction Tasks Jyh-Jing Hwang Tsung-Wei Ke Jianbo Shi Stella X. Yu 159 7 0 18 May 2018