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Semantic Segmentation with Boundary Neural Fields

9 November 2015

Gedas Bertasius

Jianbo Shi

Lorenzo Torresani

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Papers citing "Semantic Segmentation with Boundary Neural Fields"

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Title
SegRCDB: Semantic Segmentation via Formula-Driven Supervised Learning Risa Shinoda Ryo Hayamizu Kodai Nakashima Nakamasa Inoue Rio Yokota Hirokatsu Kataoka VLM 61 11 0 29 Sep 2023
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation Feiyu Chen Haiping Ma Weijia Zhang ViT MedIm 84 7 0 19 Jun 2023
Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point Clouds Shenglan Du Nail Ibrahimli J. Stoter Julian F. P. Kooij Liangliang Nan 3DPC 54 4 0 23 Dec 2022
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Feilong Tang Qingming Huang Jinfeng Wang Xianxu Hou Jionglong Su Jingxin Liu ViT MedIm 63 53 0 21 Dec 2022
Learning to Detect Semantic Boundaries with Image-level Class Labels Nam-Won Kim S. Hwang Suha Kwak 55 3 0 15 Dec 2022
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation Meng-Hao Guo Chenggang Lu Qibin Hou Zheng Liu Ming-Ming Cheng Shiyong Hu SSeg ViT VLM 83 662 0 18 Sep 2022
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation Minh On Vu Ngoc Yizi Chen Nicolas Boutry Jonathan Fabrizio Clement Mallet 58 1 0 23 Jul 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 118 274 0 28 Mar 2022
MSP : Refine Boundary Segmentation via Multiscale Superpixel Jie Zhu Huabin Huang Banghuai Li Yong Liu Leye Wang 54 1 0 03 Dec 2021
Boundary Guided Context Aggregation for Semantic Segmentation Hao Ma Hongyu Yang Di Huang ISeg 50 29 0 27 Oct 2021
Pixel Difference Networks for Efficient Edge Detection Z. Su Wenzhe Liu Zitong Yu D. Hu Qing Liao Qi Tian M. Pietikäinen Li Liu 100 327 0 16 Aug 2021
Edge-competing Pathological Liver Vessel Segmentation with Limited Labels Zunlei Feng Zhonghua Wang Xinchao Wang Jing Zhang Lechao Cheng Jie Lei Yuexuan Wang Xiuming Zhang 71 14 0 01 Aug 2021
Visual Boundary Knowledge Translation for Foreground Segmentation Zunlei Feng Lechao Cheng Xinchao Wang Xiang Wang Ya Jie Liu Xiangtong Du Xiuming Zhang 48 7 0 01 Aug 2021
A Unified Efficient Pyramid Transformer for Semantic Segmentation Fangrui Zhu Yi Zhu Li Zhang Chongruo Wu Yanwei Fu Mu Li ViT 105 30 0 29 Jul 2021
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation Sanghun Jung Jungsoo Lee Daehoon Gwak Sungha Choi Jaegul Choo 144 96 0 23 Jul 2021
Weighted Intersection over Union (wIoU) for Evaluating Image Segmentation Yeong-Jun Cho 114 23 0 21 Jul 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 350 5,122 0 31 May 2021
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation Shubhankar Borse Ying Wang Yizhe Zhang Fatih Porikli 88 115 0 06 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 93 75 0 29 Mar 2021
Active Boundary Loss for Semantic Segmentation Chi-Yin Wang Yunke Zhang Miaomiao Cui Peiran Ren Yin Yang Xuansong Xie Xiansheng Hua Hujun Bao Weiwei Xu 74 66 0 04 Feb 2021
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jingyu Gong Jiachen Xu Xin Tan Jie Zhou Yanyun Qu Yuan Xie Lizhuang Ma 3DPC 131 46 0 07 Jan 2021
The Devil is in the Boundary: Exploiting Boundary Representation for Basis-based Instance Segmentation Myungchul Kim Sanghyun Woo Dahun Kim In So Kweon ISeg 60 20 0 26 Nov 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 254 257 0 20 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 95 206 0 17 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 100 35 0 15 Jul 2020
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds Zeyu Hu Mingmin Zhen Xuyang Bai Hongbo Fu Chiew-Lan Tai 3DPC 134 131 0 14 Jul 2020
SegFix: Model-Agnostic Boundary Refinement for Segmentation Yuhui Yuan Jingyi Xie Xilin Chen Jingdong Wang ISeg 171 198 0 08 Jul 2020
Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction Zhenxi Zhang Chunna Tian Jiajian Li Zhusi Zhong Zhicheng Jiao Xinbo Gao MedIm 34 9 0 25 Jun 2020
AutoSweep: Recovering 3D Editable Objectsfrom a Single Photograph Xin Chen Yuwei Li Xi Luo Tianjia Shao Jingyi Yu Kun Zhou Youyi Zheng 3DPC 60 19 0 27 May 2020
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation Gedas Bertasius Lorenzo Torresani 95 179 0 10 Dec 2019
Real-Time Semantic Segmentation via Multiply Spatial Fusion Network Haiyang Si Zhiqiang Zhang Feifan Lv Gang Yu Feng Lu SSeg 86 67 0 17 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 113 16 0 03 Nov 2019
Correlation Maximized Structural Similarity Loss for Semantic Segmentation Shuai Zhao Boxi Wu Wenqing Chu Yao Hu Deng Cai 30 25 0 19 Oct 2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Towaki Takikawa David Acuna Varun Jampani Sanja Fidler 101 613 0 12 Jul 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 49 0 0 25 May 2019
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss Yifu Chen Arnaud Dapogny Matthieu Cord SSeg 74 24 0 06 May 2019
Object Contour and Edge Detection with RefineContourNet A. Kelm V. S. Rao U. Zölzer ObjD 57 40 0 30 Apr 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 155 1,344 0 01 Apr 2019
Dynamic Feature Fusion for Semantic Edge Detection Yuan Hu Yunpeng Chen Xiang Li Jiashi Feng 61 68 0 25 Feb 2019
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 108 386 0 04 Dec 2018
Simultaneous Edge Alignment and Learning Zhiding Yu Weiyang Liu Yang Zou Chen Feng Srikumar Ramalingam B. Kumar Jan Kautz 90 84 0 06 Aug 2018
Semantic Labeling in Very High Resolution Images via a Self-Cascaded Convolutional Neural Network Yongcheng Liu Bin Fan Lingfeng Wang Jun Bai Shiming Xiang Chunhong Pan 82 255 0 30 Jul 2018
Learning to predict crisp boundaries Ruoxi Deng Chunhua Shen S. Liu Huibing Wang Xinru Liu 73 242 0 26 Jul 2018
Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes Ahmed Taha P. Lo Junning Li T. Zhao SSeg 3DPC 73 56 0 18 Jun 2018
DifNet: Semantic Segmentation by Diffusion Networks Peng-Tao Jiang Fanglin Gu Yunhai Wang Changhe Tu Baoquan Chen DiffM SSeg 94 36 0 21 May 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 72 101 0 09 Apr 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 126 191 0 27 Mar 2018
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 90 79 0 08 Jan 2018
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 147 342 0 18 Sep 2017
Using Cross-Model EgoSupervision to Learn Cooperative Basketball Intention Gedas Bertasius Jianbo Shi EgoV 65 6 0 05 Sep 2017