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
Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning Chandrajit L. Bajaj Minh Nguyen Shubham Bhardwaj 21 0 0 19 Oct 2024
ESA: Annotation-Efficient Active Learning for Semantic Segmentation Jinchao Ge Zeyu Zhang Minh Hieu Phan Bowen Zhang Akide Liu Yang Zhao VLM 36 9 0 24 Aug 2024
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation Ziyu Zhao Xiaoguang Li Pingping Cai Canyu Zhang Song Wang 23 0 0 31 Jul 2024
Context Propagation from Proposals for Semantic Video Object Segmentation Tinghuai Wang 19 1 0 08 Jul 2024
Non-parametric Contextual Relationship Learning for Semantic Video Object Segmentation T. Wang Huiling Wang 39 1 0 08 Jul 2024
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier Prantik Howlader Srijan Das Hieu M. Le Dimitris Samaras 49 5 0 04 Jul 2024
Frequency-based Matcher for Long-tailed Semantic Segmentation Shan Li Lu Yang Pu Cao Liulei Li Huadong Ma 46 1 0 06 Jun 2024
Influence of Water Droplet Contamination for Transparency Segmentation Volker Knauthe Paul Weitz Thomas Pollabauer Tristan Wirth Arne Rak Arjan Kuijper Dieter W. Fellner 46 1 0 21 May 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate BDL 18 1 0 17 Apr 2024
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation Network Yanhua Zhang Ke Zhang Jingyu Wang Yulin Wu Wuwei Wang 30 0 0 03 Feb 2024
Semantic Scene Segmentation for Robotics Juana Valeria Hurtado Abhinav Valada VLM SSeg 44 27 0 15 Jan 2024
Multiclass Segmentation using Teeth Attention Modules for Dental X-ray Images Afnan Ghafoor Seong-Yong Moon Bumshik Lee 25 1 0 07 Nov 2023
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic Segmentation Yunjiao Zhou Jianfei Yang Zonghan Li 32 0 0 29 Sep 2023
Multi-label affordance mapping from egocentric vision Lorenzo Mur-Labadia Jose J. Guerrero Ruben Martinez-Cantin EgoV 31 14 0 05 Sep 2023
AICSD: Adaptive Inter-Class Similarity Distillation for Semantic Segmentation Amir M. Mansourian Rozhan Ahmadi S. Kasaei 44 2 0 08 Aug 2023
Factor Graph Neural Networks Zhen Zhang Mohammed Haroon Dupty Fan Wu Javen Qinfeng Shi Fan Wu AI4CE 30 40 0 02 Aug 2023
Transferable Attack for Semantic Segmentation Mengqi He Jing Zhang Zhaoyuan Yang Mingyi He Nick Barnes Yuchao Dai 36 2 0 31 Jul 2023
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model Junying Meng Weihong Guo Jun Liu Mingrui Yang 24 1 0 25 Jun 2023
OVeNet: Offset Vector Network for Semantic Segmentation Stamatis Alexandropoulos Christos Sakaridis Petros Maragos SSeg 26 1 0 25 Mar 2023
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation Yuhao Lin Hai-Ming Xu Lingqiao Liu Jinan Zou Javen Qinfeng Shi 27 2 0 17 Mar 2023
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation Jun Yang Lizhi Bai Yaoru Sun Chunqi Tian Maoyu Mao Guorun Wang SSeg 25 16 0 23 Feb 2023
Deep Dependency Networks for Multi-Label Classification Shivvrat Arya Yu Xiang Vibhav Gogate 11 0 0 01 Feb 2023
ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts Mikolaj Sacha Dawid Rymarczyk Lukasz Struski Jacek Tabor Bartosz Zieliñski VLM 38 29 0 28 Jan 2023
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization S. Nagendra Chaopeng Shen Daniel Kifer MQ 38 8 0 12 Nov 2022
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 25 11 0 13 Oct 2022
DCANet: Differential Convolution Attention Network for RGB-D Semantic Segmentation Lizhi Bai Jun Yang Chunqi Tian Yaoru Sun Maoyu Mao Yanjun Xu Weirong Xu 30 9 0 13 Oct 2022
High-resolution semantically-consistent image-to-image translation Mikhail Sokolov Chris Henry J. Storie C. Storie Victor Alhassan M. Turgeon-Pelchat 45 5 0 13 Sep 2022
MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation Zhenchao Jin Dongdong Yu Zehuan Yuan Lequan Yu 46 21 0 09 Sep 2022
Self-Support Few-Shot Semantic Segmentation Qi Fan Wenjie Pei Yu-Wing Tai Chi-Keung Tang 33 139 0 23 Jul 2022
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds Xu Yan Jiantao Gao Chaoda Zheng Chao Zheng Ruimao Zhang Shenghui Cui Zhen Li 3DPC 101 213 0 10 Jul 2022
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models Farnoush Zohourian Jan Siegemund M. Meuter J. Pauli SSeg 16 3 0 22 Jun 2022
Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth Nitin Bansal Pan Ji Junsong Yuan Yi Tian Xu MDE 31 3 0 21 Jun 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 30 42 0 18 Mar 2022
Vision-based Large-scale 3D Semantic Mapping for Autonomous Driving Applications Qing Cheng Niclas Zeller Daniel Cremers 3DPC 15 8 0 02 Mar 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts Dongwan Kim Yi-Hsuan Tsai Yumin Suh M. Faraki Sparsh Garg Manmohan Chandraker Bohyung Han 20 20 0 28 Feb 2022
ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond Qiming Zhang Yufei Xu Jing Zhang Dacheng Tao ViT 33 229 0 21 Feb 2022
A Topology-Attention ConvLSTM Network and Its Application to EM Images Jiaqi Yang Xiaoling Hu Chao Chen Chialing Tsai 3DPC MedIm 22 3 0 07 Feb 2022
Dilated Continuous Random Field for Semantic Segmentation Xi Mo Xiangyu Chen Cuncong Zhong Rui Li Kaidong Li Usman Sajid 3DV 24 0 0 01 Feb 2022
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation Jie Zhu Huabin Huang Banghuai Li Leye Wang 33 14 0 14 Dec 2021
Instance-wise Occlusion and Depth Orders in Natural Scenes Hyunmin Lee Jaesik Park 3DV 28 25 0 29 Nov 2021
Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation Yuyuan Liu Yu Tian Yuanhong Chen Fengbei Liu Vasileios Belagiannis G. Carneiro 41 176 0 25 Nov 2021
Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery Hasan Nasrallah Mustafa Shukor A. Ghandour SSeg 26 4 0 12 Nov 2021
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 36 14 0 06 Nov 2021
Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond Đ.Khuê Lê-Huu Alahari Karteek 31 12 0 27 Oct 2021
Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty R. Neven D. Neven Bert De Brabandere Marc Proesmans Toon Goedemé UQCV 31 4 0 12 Oct 2021
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary Siyuan Zhou Li Niu Jianlou Si Chao Qian Liqing Zhang 15 10 0 04 Oct 2021
Border-SegGCN: Improving Semantic Segmentation by Refining the Border Outline using Graph Convolutional Network Naina Dhingra G. Chogovadze A. Kunz 30 6 0 11 Sep 2021
Mining Contextual Information Beyond Image for Semantic Segmentation Zhenchao Jin Tao Gong Dongdong Yu Qi Chu Jian Wang Changhu Wang Jie Shao 27 88 0 26 Aug 2021
Detecting and Segmenting Adversarial Graphics Patterns from Images Xiangyu Qu Stanley H. Chan AAML 27 0 0 20 Aug 2021
Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI Santiago Estrada Ran Lu K. Diers W. Zeng P. Ehses T. Stöcker M. Breteler M. Reuter 21 11 0 09 Aug 2021