Semantic Instance Segmentation with a Discriminative Loss Function

8 August 2017

Bert De Brabandere

D. Neven

Luc Van Gool

SSeg

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Papers citing "Semantic Instance Segmentation with a Discriminative Loss Function"

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Title
ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation Samayan Bhattacharya Sk Shahnawaz Avigyan Bhattacharya 102 1 0 10 Jun 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D ScansVISIGRAPP (VISIGRAPP), 2022 A. Notchenko Vladislav Ishimtsev Alexey Artemov V. Selyutin Emil Bogomolov Evgeny Burnaev 3DPC 3DV 176 4 0 06 Jun 2022
Robustness Evaluation and Adversarial Training of an Instance Segmentation Model Jacob Bond Andrew J. Lingg AAML 153 0 0 02 Jun 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled PrimitivesComputer Vision and Pattern Recognition (CVPR), 2022 Xinke Li Henghui Ding Zekun Tong Yuwei Wu Yeow Meng Chee DD 169 5 0 25 May 2022
HCFormer: Unified Image Segmentation with Hierarchical Clustering Teppei Suzuki 269 1 0 20 May 2022
Plane Geometry Diagram ParsingInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Ming-Liang Zhang Fei Yin Yilun Hao Cheng-Lin Liu 3DV 107 35 0 19 May 2022
PointInst3D: Segmenting 3D Instances by PointsEuropean Conference on Computer Vision (ECCV), 2022 Tong He Wei Yin Chunhua Shen Anton Van Den Hengel 3DPC ISeg 138 23 0 25 Apr 2022
Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Shilin Xu Xiangtai Li Jingbo Wang Guangliang Cheng Yunhai Tong Dacheng Tao ViT 237 27 0 10 Apr 2022
Direct Dense Pose EstimationInternational Conference on 3D Vision (3DV), 2021 Liqian Ma Lingjie Liu Christian Theobalt Luc Van Gool 3DH 155 4 0 04 Apr 2022
GOSS: Towards Generalized Open-set Semantic SegmentationThe Visual Computer (TVC), 2022 Jie Hong Weihong Li Junlin Han Jiyang Zheng Pengfei Fang Mehrtash Harandi L. Petersson VLM 202 21 0 23 Mar 2022
FreeSOLO: Learning to Segment Objects without AnnotationsComputer Vision and Pattern Recognition (CVPR), 2022 Xinlong Wang Zhiding Yu Shalini De Mello Jan Kautz Anima Anandkumar Chunhua Shen J. Álvarez ISeg SSeg 308 133 0 24 Feb 2022
ISDA: Position-Aware Instance Segmentation with Deformable AttentionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Kaining Ying Zhenhua Wang Cong Bai Pengfei Zhou ISeg 169 7 0 23 Feb 2022
SODAR: Segmenting Objects by DynamicallyAggregating Neighboring Mask RepresentationsIEEE Transactions on Image Processing (TIP), 2021 Tao Wang Jun Hao Liew Yu Li Yunpeng Chen Jiashi Feng ISeg 128 2 0 15 Feb 2022
Weakly Supervised Nuclei Segmentation via Instance LearningIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Weizhen Liu Qian He Xuming He 261 27 0 03 Feb 2022
3D Instance Segmentation of MVS BuildingsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 Jiazhou Chen Yanghui Xu Shufang Lu Ronghua Liang Liangliang Nan ISeg 3DV 218 26 0 18 Dec 2021
DeepSportLab: a Unified Framework for Ball Detection, Player Instance Segmentation and Pose Estimation in Team Sports Scenes Seyed Abolfazl Ghasemzadeh Gabriel Van Zandycke M. Istasse Niels Sayez A. Moshtaghpour Christophe De Vleeschouwer 3DH 113 13 0 01 Dec 2021
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware Association Sen Yang Zhicheng Wang Ze Chen Yanjie Li Shoukui Zhang Zhibin Quan Shutao Xia Yiping Bao Erjin Zhou Wankou Yang ViT 149 3 0 25 Nov 2021
How to Build a Curb Dataset with LiDAR Data for Autonomous DrivingIEEE International Conference on Robotics and Automation (ICRA), 2021 Dongfeng Bai Tongtong Cao Jingming Guo Bingbing Liu 189 7 0 08 Oct 2021
Transformer Assisted Convolutional Network for Cell Instance Segmentation Deepanshu Pandey Pradyumna Gupta Sumit K. Bhattacharya Aman Sinha Rohit Agarwal ViT MedIm 161 4 0 05 Oct 2021
iShape: A First Step Towards Irregular Shape Instance Segmentation Lei Yang Yan Wei Yisheng He Wei Sun Zhenhang Huang Haibin Huang Haoqiang Fan 127 14 0 30 Sep 2021
SDTP: Semantic-aware Decoupled Transformer Pyramid for Dense Image Prediction Zekun Li Yufan Liu Bing Li Weiming Hu Kebin Wu Chengwei Peng ViT 120 24 0 18 Sep 2021
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks Zhihao Liang Zhihao Li Songcen Xu Zhuliang Yu Kui Jia 3DPC 157 157 0 17 Aug 2021
LatticeNet: Fast Spatio-Temporal Point Cloud Segmentation Using Permutohedral LatticesAutonomous Robots (Auton. Robots), 2021 R. Rosu Peer Schütt Jan Quenzel Sven Behnke 3DPC 183 36 0 09 Aug 2021
LeafMask: Towards Greater Accuracy on Leaf Segmentation Ruohao Guo Liao Qu Dantong Niu Zhenbo Li Jun Yue ISeg 160 14 0 08 Aug 2021
Semantic Segmentation and Object Detection Towards Instance Segmentation: Breast Tumor Identification Mohamed Mejri Aymen Mejri Oumayma Mejri C. Fekih 138 0 0 06 Aug 2021
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose EstimationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021 Yiming Li Tao Kong Ruihang Chu Yifeng Li Peng Wang Lei Li 185 60 0 05 Aug 2021
Hierarchical Aggregation for 3D Instance SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Shaoyu Chen Jiemin Fang Qian Zhang Wenyu Liu Xinggang Wang 3DPC 211 200 0 05 Aug 2021
Improving Video Instance Segmentation via Temporal Pyramid RoutingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Xiangtai Li Hao He Yibo Yang Henghui Ding Kuiyuan Yang Guangliang Cheng Yunhai Tong Jianping Shi VOS 197 14 0 28 Jul 2021
Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing ImagesIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2021 Tianyang Zhang Xiangrong Zhang Peng Zhu Xu Tang Chen Li L. Jiao Huiyu Zhou ISeg 102 41 0 25 Jul 2021
Dynamic Convolution for 3D Point Cloud Instance SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Tong He Chunhua Shen Anton Van Den Hengel 3DPC 221 17 0 18 Jul 2021
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation Angira Sharma Naeemullah Khan Muhammad Mubashar G. Sundaramoorthi Juil Sock 189 6 0 16 Jul 2021
Plot2Spectra: an Automatic Spectra Extraction Tool Weixin Jiang Eric S. Schwenker Trevor Spreadbury Kai Li Maria K. Y. Chan O. Cossairt 167 3 0 06 Jul 2021
Stateless actor-critic for instance segmentation with high-level priors P. Hilt Maedeh Zarvandi Edgar Kaziakhmedov Sourabh Bhide Maria Leptin Constantin Pape Anna Kreshuk OffRL 160 1 0 06 Jul 2021
SOLO: A Simple Framework for Instance SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li ISeg SSeg 138 119 0 30 Jun 2021
RICE: Refining Instance Masks in Cluttered Environments with Graph Neural NetworksConference on Robot Learning (CoRL), 2021 Christopher Xie Arsalan Mousavian Yu Xiang Dieter Fox 197 20 0 29 Jun 2021
Indoor Panorama Planar 3D Reconstruction via Divide and ConquerComputer Vision and Pattern Recognition (CVPR), 2021 Cheng Sun Chi-Wei Hsiao Ning-Hsu Wang Min Sun Hwann-Tzong Chen 3DV 112 15 0 27 Jun 2021
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary RepresentationIEEE International Joint Conference on Neural Network (IJCNN), 2021 Feng Luo Bin-Bin Gao Jiangpeng Yan Xiu Li ISeg 114 5 0 18 Jun 2021
Hierarchical Lovász Embeddings for Proposal-free Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Tommi Kerola Jie Li Atsushi Kanehira Yasunori Kudo Alexis Vallet Adrien Gaidon 269 9 0 08 Jun 2021
supervised adptive threshold network for instance segmentation Kuikun Liu Jie Yang Cai Sun Haoyuan Chi SSeg 98 2 0 07 Jun 2021
SOLQ: Segmenting Objects by Learning QueriesNeural Information Processing Systems (NeurIPS), 2021 Bin Dong Fangao Zeng Tiancai Wang Xinming Zhang Yichen Wei ISeg 223 133 0 04 Jun 2021
BoundarySqueeze: Image Segmentation as Boundary Squeezing Hao He Xiangtai Li Kuiyuan Yang Guangliang Cheng Yunhai Tong Lubin Weng Zhengjun Zha Jianping Shi ISeg 136 11 0 25 May 2021
HPNet: Deep Primitive Segmentation Using Hybrid RepresentationsIEEE International Conference on Computer Vision (ICCV), 2021 Siming Yan Zhenpei Yang Chongyang Ma Haibin Huang E. Vouga Qi-Xing Huang 3DV 3DPC 322 59 0 22 May 2021
Incremental Few-Shot Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Dan Andrei Ganea B. Boom R. Poppe CLL 142 79 0 11 May 2021
CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional ConvolutionIEEE International Conference on Computer Vision (ICCV), 2021 Lizhe Liu Xiaohao Chen Siyu Zhu Ping Tan 328 287 0 11 May 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Miao Hu Yali Li Lu Fang Shengjin Wang 110 105 0 07 May 2021
ISTR: End-to-End Instance Segmentation with Transformers Jie Hu Liujuan Cao Yao Lu Shengchuan Zhang Yan Wang Ke Li Feiyue Huang Ling Shao Rongrong Ji ISeg 143 99 0 03 May 2021
DeepSatData: Building large scale datasets of satellite images for training machine learning modelsIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2021 Michail Tarasiou Stefanos Zafeiriou 199 3 0 28 Apr 2021
GENESIS-V2: Inferring Unordered Object Representations without Iterative RefinementNeural Information Processing Systems (NeurIPS), 2021 Martin Engelcke Oiwi Parker Jones Ingmar Posner OCL 315 128 0 20 Apr 2021
Look Closer to Segment Better: Boundary Patch Refinement for Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Chufeng Tang Hang Chen Xiao-Li Li Jianmin Li Zhaoxiang Zhang Xiaolin Hu ISeg 145 96 0 12 Apr 2021
Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-SupervisionComputer Vision and Pattern Recognition (CVPR), 2021 Zhenzhen Weng Mehmet Giray Ogut Shai Limonchik Serena Yeung 133 49 0 02 Apr 2021