PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion

13 December 2023

Papers citing "PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion"

34 / 34 papers shown

Title
Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation Yi Lin Dong Zhang Xiao Fang Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 80 29 0 01 May 2023
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation Qihang Yu Huiyu Wang Dahun Kim Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT MedIm 97 92 0 17 Jun 2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 63 65 0 02 Jun 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 109 274 0 28 Mar 2022
SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation Chen Zhu Xuanye Zhang Yanran Li Liangdong Qiu Kai Han Xiaoguang Han ISeg 64 23 0 24 Mar 2022
UNeXt: MLP-based Rapid Medical Image Segmentation Network Jeya Maria Jose Valanarasu Vishal M. Patel SSeg 69 511 0 09 Mar 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang Xiaohu Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 294 762 0 28 Jan 2022
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 257 2,379 0 02 Dec 2021
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis Yucheng Tang Dong Yang Wenqi Li H. Roth Bennett Landman Daguang Xu V. Nath Ali Hatamizadeh ViT MedIm 121 536 0 29 Nov 2021
Conditional DETR for Fast Training Convergence Depu Meng Xiaokang Chen Zejia Fan Gang Zeng Houqiang Li Yuhui Yuan Lei-huan Sun Jingdong Wang ViT 94 619 0 13 Aug 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 210 1,551 0 13 Jul 2021
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Chufeng Tang Hang Chen Xiao-Li Li Jianmin Li Zhaoxiang Zhang Xiaolin Hu ISeg 74 80 0 12 Apr 2021
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation Shubhankar Borse Ying Wang Yizhe Zhang Fatih Porikli 81 115 0 06 Apr 2021
TransBTS: Multimodal Brain Tumor Segmentation Using Transformer Wenxuan Wang Chen Chen Meng Ding Jiangyun Li Hong Yu Sen Zha ViT MedIm 94 728 0 07 Mar 2021
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation Yutong Xie Jianpeng Zhang Chunhua Shen Yong-quan Xia ViT MedIm 86 501 0 04 Mar 2021
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation Jieneng Chen Yongyi Lu Qihang Yu Xiangde Luo Ehsan Adeli Yan Wang Le Lu Alan Yuille Yuyin Zhou ViT MedIm 98 3,499 0 08 Feb 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 59 65 0 04 Feb 2021
Learning from Noisy Labels with Deep Neural Networks: A Survey Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 111 993 0 16 Jul 2020
SegFix: Model-Agnostic Boundary Refinement for Segmentation Yuhui Yuan Jingyi Xie Xilin Chen Jingdong Wang ISeg 148 198 0 08 Jul 2020
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Deng-Ping Fan Ge-Peng Ji Tao Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao ODL 233 1,173 0 13 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 437 13,108 0 26 May 2020
Towards Data-Efficient Learning: A Benchmark for COVID-19 CT Lung and Infection Segmentation Jun Ma Yixin Wang Xingle An Cheng Ge Ziqi Yu ... Jian He Zhiqiang He Yuntao Zhu Ziwei Nie Xiaoping Yang 78 211 0 27 Apr 2020
DeepStrip: High Resolution Boundary Refinement Peng Zhou Brian L. Price Scott D. Cohen G. Wilensky L. Davis 103 19 0 25 Mar 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images Anjany Sekuboyina M. Husseini Amirhossein Bayat Maximilian Löffler Hans Liebl ... Ben Glocker A. Valentinitsch Markus Rempfler Bjorn H. Menze Jan S. Kirschke 54 257 0 24 Jan 2020
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 81 900 0 17 Dec 2019
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation Zhijie Zhang Huazhu Fu H. Dai Jianbing Shen Yanwei Pang Ling Shao 52 224 0 25 Jul 2019
Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Davood Karimi Septimiu E. Salcudean MedIm 82 397 0 22 Apr 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 128 1,331 0 01 Apr 2019
Automatic Pulmonary Lobe Segmentation Using Deep Learning Hao Tang Chupeng Zhang Xiaohui Xie 40 54 0 23 Mar 2019
Boundary loss for highly unbalanced segmentation H. Kervadec Jihene Bouchtiba Christian Desrosiers Eric Granger Jose Dolz Ismail Ben Ayed 55 481 0 17 Dec 2018
Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy Stanislav Nikolov Sam Blackwell Alexei Zverovitch R. Mendes Michelle Livne ... Mustafa Suleyman T. Back Ricky A. Sharma J. Ledsam Olaf Ronneberger 137 298 0 12 Sep 2018
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge A. Setio A. Traverso Thomas de Bel Moira S. N. Berens C. V. D. Bogaard ... Jef Vandemeulebroucke N. Walasek G. Zuidhof Bram van Ginneken Colin Jacobs 90 1,080 0 23 Dec 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 240 8,722 0 15 Jun 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 253 9,338 0 14 Dec 2015