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
LeafMask: Towards Greater Accuracy on Leaf Segmentation Ruohao Guo Liao Qu Dantong Niu Zhenbo Li Jun Yue ISeg 54 13 0 08 Aug 2021
Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation Bowen Zhang Yifan Liu Zhi Tian Chunhua Shen SSeg 16 14 0 30 Jul 2021
CI-Net: Contextual Information for Joint Semantic Segmentation and Depth Estimation Tianxiao Gao Wu Wei Zhongbin Cai Zhun Fan Shane Xie Xinmei Wang Qiuda Yu 35 7 0 29 Jul 2021
Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation Ruifei He Jihan Yang Xiaojuan Qi 15 115 0 23 Jul 2021
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Huajun Liu Fuqiang Liu Xinyi Fan Dong Huang 79 211 0 02 Jul 2021
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Yufei Xu Qiming Zhang Jing Zhang Dacheng Tao ViT 65 329 0 07 Jun 2021
CTNet: Context-based Tandem Network for Semantic Segmentation Zechao Li Yanpeng Sun Jinhui Tang 23 173 0 20 Apr 2021
Mapping the Internet: Modelling Entity Interactions in Complex Heterogeneous Networks Šimon Mandlík Tomás Pevný 27 5 0 19 Apr 2021
Enhanced Boundary Learning for Glass-like Object Segmentation Hao He Xiangtai Li Guangliang Cheng Jianping Shi Yunhai Tong Gaofeng Meng V. Prinet Lubin Weng 30 73 0 29 Mar 2021
Generic Perceptual Loss for Modeling Structured Output Dependencies Yifan Liu Hao Chen Yu Chen Wei Yin Chunhua Shen 9 31 0 18 Mar 2021
Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation Chaohao Xie Dongwei Ren Lei Wang W. Zuo 12 3 0 09 Mar 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation Yukun Su Rui Sun Guosheng Lin Qingyao Wu 24 117 0 02 Mar 2021
TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors Umaseh Sivanesan Luis H. Braga R. Sonnadara Kiret Dhindsa GAN MedIm 21 2 0 04 Feb 2021
Segmenting Transparent Object in the Wild with Transformer Enze Xie Wenjia Wang Wenhai Wang Pei Sun Hang Xu Ding Liang Ping Luo ViT 227 28 0 21 Jan 2021
Meningioma segmentation in T1-weighted MRI leveraging global context and attention mechanisms D. Bouget André Pedersen Sayied Abdol Mohieb Hosainey O. Solheim Ingerid Reinertsen 50 24 0 19 Jan 2021
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images Lei He Jiwen Lu Guanghui Wang Shiyu Song Jie Zhou 44 69 0 19 Jan 2021
ORDNet: Capturing Omni-Range Dependencies for Scene Parsing Shaofei Huang Si Liu Tianrui Hui Jizhong Han Bo-wen Li Jiashi Feng Shuicheng Yan 3DPC OffRL 37 15 0 11 Jan 2021
RethNet: Object-by-Object Learning for Detecting Facial Skin Problems Shohrukh Bekmirzaev Seoyoung Oh Sang-Ah Yoo 26 2 0 06 Jan 2021
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection Jianbo Liu Sijie Ren Yuanjie Zheng Xiaogang Wang Hongsheng Li SSeg 33 11 0 18 Dec 2020
Meticulous Object Segmentation Chenglin Yang Yilin Wang Jianming Zhang He Zhang Zhe-nan Lin Alan Yuille 9 10 0 13 Dec 2020
Multi Receptive Field Network for Semantic Segmentation Jianlong Yuan Zelu Deng Shu Wang Zhenbo Luo SSeg 10 24 0 17 Nov 2020
Multi-layer Feature Aggregation for Deep Scene Parsing Models Litao Yu Yongsheng Gao Jun Zhou Jian Zhang Qiang Wu SSeg 41 1 0 04 Nov 2020
Real-time Semantic Segmentation with Context Aggregation Network M. Yang Saumya Kumaar Ye Lyu F. Nex SSeg 43 63 0 02 Nov 2020
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines R. Abdelfattah Xiang Wang Song Wang ViT 70 64 0 20 Oct 2020
Neuralizing Efficient Higher-order Belief Propagation Mohammed Haroon Dupty W. Lee 29 7 0 19 Oct 2020
Deep Structured Prediction for Facial Landmark Detection Lisha Chen Hui Su Q. Ji CVBM 25 21 0 18 Oct 2020
THIN: THrowable Information Networks and Application for Facial Expression Recognition In The Wild Estèphe Arnaud Arnaud Dapogny Kévin Bailly CVBM 29 23 0 15 Oct 2020
Do End-to-end Stereo Algorithms Under-utilize Information? Changjiang Cai Philippos Mordohai 3DV 14 3 0 14 Oct 2020
Multi-scale Attention U-Net (MsAUNet): A Modified U-Net Architecture for Scene Segmentation Soham Chattopadhyay Hritam Basak SSeg 14 14 0 15 Sep 2020
GINet: Graph Interaction Network for Scene Parsing Tianyi Wu Yu Lu Yu Zhu Chuang Zhang Ming Wu Zhanyu Ma G. Guo GNN 24 36 0 14 Sep 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 28 10 0 03 Sep 2020
Dual Attention GANs for Semantic Image Synthesis Hao Tang S. Bai N. Sebe 21 82 0 29 Aug 2020
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation Jianbo Liu Junjun He Jiawei Zhang Jimmy S. J. Ren Hongsheng Li SSeg 17 50 0 24 Aug 2020
Tensor Low-Rank Reconstruction for Semantic Segmentation Wanli Chen Xinge Zhu Ruoqi Sun Junjun He Ruiyu Li Xiaoyong Shen Bei Yu ViT 11 56 0 02 Aug 2020
PanoNet: Real-time Panoptic Segmentation through Position-Sensitive Feature Embedding Xia Chen Jianren Wang M. Hebert SSeg 31 11 0 01 Aug 2020
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM Guohao Yu A. Zare Weihuang Xu R. Matamala J. Reyes‐Cabrera F. Fritschi T. Juenger 14 12 0 30 Jul 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 20 255 0 20 Jul 2020
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation Gabriel L. Oliveira S. Yogamani Wolfram Burgard Thomas Brox SSeg 16 1 0 19 Jul 2020
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity Mykhaylo Andriluka S. Pellegrini S. Popov V. Ferrari VLM 24 6 0 16 Jul 2020
A Multi-Level Approach to Waste Object Segmentation Tao Wang Yuanzheng Cai Lingyu Liang Dongyi Ye 24 52 0 08 Jul 2020
Semantic Segmentation With Multi Scale Spatial Attention For Self Driving Cars Abhinav Sagar Rajkumar Soundrapandiyan SSeg 18 31 0 30 Jun 2020
Large-scale detection and categorization of oil spills from SAR images with deep learning F. Bianchi M. M. Espeseth N. Borch 11 67 0 24 Jun 2020
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement Ho Kei Cheng Jihoon Chung Yu-Wing Tai Chi-Keung Tang SSeg 8 206 0 06 May 2020
Correlating Edge, Pose with Parsing Ziwei Zhang Chi Su Liang Zheng Xiaodong Xie 3DH 34 53 0 04 May 2020
Distance Guided Channel Weighting for Semantic Segmentation Xuanyi Liu Lanyun Zhu Shiping Zhu Liangcheng Luo 19 2 0 27 Apr 2020
Learning to Predict Context-adaptive Convolution for Semantic Segmentation Jianbo Liu Junjun He Jimmy S. J. Ren Yu Qiao Hongsheng Li SSeg 30 28 0 17 Apr 2020
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts Mingmin Zhen Jinglu Wang Lei Zhou Shiwei Li Tianwei Shen Jiaxiang Shang Tian Fang Quan Long 24 129 0 16 Apr 2020
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing Qibin Hou Li Zhang Ming-Ming Cheng Jiashi Feng SSeg 3DPC 44 498 0 30 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang Hongmin Xu Hong Mo Jianchao Tan Cheng Yang Lei Wang Wenqi Ren AI4CE 27 91 0 26 Mar 2020
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems Patrick Knöbelreiter Christian Sormann Alexander Shekhovtsov Friedrich Fraundorfer Thomas Pock 36 22 0 13 Mar 2020