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
Direct Dense Pose Estimation Liqian Ma Lingjie Liu Christian Theobalt Luc Van Gool 3DH 18 3 0 04 Apr 2022
GOSS: Towards Generalized Open-set Semantic Segmentation Jie Hong Weihong Li Junlin Han Jiyang Zheng Pengfei Fang Mehrtash Harandi L. Petersson VLM 19 19 0 23 Mar 2022
FreeSOLO: Learning to Segment Objects without Annotations Xinlong Wang Zhiding Yu Shalini De Mello Jan Kautz Anima Anandkumar Chunhua Shen J. Álvarez ISeg SSeg 19 111 0 24 Feb 2022
ISDA: Position-Aware Instance Segmentation with Deformable Attention Kaining Ying Zhenhua Wang Cong Bai Pengfei Zhou ISeg 20 5 0 23 Feb 2022
SODAR: Segmenting Objects by DynamicallyAggregating Neighboring Mask Representations Tao Wang Jun Hao Liew Yu Li Yunpeng Chen Jiashi Feng ISeg 4 2 0 15 Feb 2022
Weakly Supervised Nuclei Segmentation via Instance Learning Weizhen Liu Qian He Xuming He 19 17 0 03 Feb 2022
3D Instance Segmentation of MVS Buildings Jiazhou Chen Yanghui Xu Shufang Lu Ronghua Liang Liangliang Nan ISeg 3DV 16 23 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 14 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 39 2 0 25 Nov 2021
How to Build a Curb Dataset with LiDAR Data for Autonomous Driving Dongfeng Bai Tongtong Cao Jingming Guo Bingbing Liu 40 5 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 11 3 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 35 11 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 25 22 0 18 Sep 2021
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks Zhihao Liang Zhihao Li Songcen Xu Mingkui Tan K. Jia 3DPC 11 123 0 17 Aug 2021
LatticeNet: Fast Spatio-Temporal Point Cloud Segmentation Using Permutohedral Lattices R. Rosu Peer Schütt Jan Quenzel Sven Behnke 3DPC 31 32 0 09 Aug 2021
LeafMask: Towards Greater Accuracy on Leaf Segmentation Ruohao Guo Liao Qu Dantong Niu Zhenbo Li Jun Yue ISeg 49 13 0 08 Aug 2021
Semantic Segmentation and Object Detection Towards Instance Segmentation: Breast Tumor Identification Mohamed Mejri Aymen Mejri Oumayma Mejri C. Fekih 14 0 0 06 Aug 2021
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation Yiming Li Tao Kong Ruihang Chu Yifeng Li Peng Wang Lei Li 22 50 0 05 Aug 2021
Hierarchical Aggregation for 3D Instance Segmentation Shaoyu Chen Jiemin Fang Qian Zhang Wenyu Liu Xinggang Wang 3DPC 49 162 0 05 Aug 2021
Improving Video Instance Segmentation via Temporal Pyramid Routing Xiangtai Li Hao He Yibo Yang Henghui Ding Kuiyuan Yang Guangliang Cheng Yunhai Tong Jianping Shi VOS 6 10 0 28 Jul 2021
Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images Tianyang Zhang Xiangrong Zhang Peng Zhu Xu Tang Chen Li L. Jiao Huiyu Zhou ISeg 21 37 0 25 Jul 2021
Dynamic Convolution for 3D Point Cloud Instance Segmentation Tong He Chunhua Shen A. Hengel 3DPC 16 13 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 Philip H. S. Torr 18 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 6 2 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 16 0 0 06 Jul 2021
SOLO: A Simple Framework for Instance Segmentation Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li ISeg SSeg 11 84 0 30 Jun 2021
RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks Christopher Xie Arsalan Mousavian Yu Xiang D. Fox 12 19 0 29 Jun 2021
Indoor Panorama Planar 3D Reconstruction via Divide and Conquer Cheng Sun Chi-Wei Hsiao Ning-Hsu Wang Min Sun Hwann-Tzong Chen 3DV 6 14 0 27 Jun 2021
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation Feng Luo Bin-Bin Gao Jiangpeng Yan Xiu Li ISeg 23 4 0 18 Jun 2021
Hierarchical Lovász Embeddings for Proposal-free Panoptic Segmentation Tommi Kerola Jie Li Atsushi Kanehira Yasunori Kudo Alexis Vallet Adrien Gaidon 24 8 0 08 Jun 2021
supervised adptive threshold network for instance segmentation Kuikun Liu Jie Yang Cai Sun Haoyuan Chi SSeg 12 2 0 07 Jun 2021
SOLQ: Segmenting Objects by Learning Queries Bin Dong Fangao Zeng Tiancai Wang X. Zhang Yichen Wei ISeg 18 116 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 19 10 0 25 May 2021
HPNet: Deep Primitive Segmentation Using Hybrid Representations Siming Yan Zhenpei Yang Chongyang Ma Haibin Huang E. Vouga Qi-Xing Huang 3DV 3DPC 11 40 0 22 May 2021
Incremental Few-Shot Instance Segmentation Dan Andrei Ganea B. Boom R. Poppe CLL 10 68 0 11 May 2021
CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution Lizhe Liu Xiaohao Chen Siyu Zhu Ping Tan 11 238 0 11 May 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation Miao Hu Yali Li Lu Fang Shengjin Wang 27 73 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 18 93 0 03 May 2021
DeepSatData: Building large scale datasets of satellite images for training machine learning models Michail Tarasiou S. Zafeiriou 15 3 0 28 Apr 2021
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Martin Engelcke Oiwi Parker Jones Ingmar Posner OCL 29 115 0 20 Apr 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 25 79 0 12 Apr 2021
Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision Zhenzhen Weng Mehmet Giray Ogut Shai Limonchik Serena Yeung 6 43 0 02 Apr 2021
Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation Zixiang Zhou Yang Zhang H. Foroosh 3DPC 27 123 0 27 Mar 2021
Instance segmentation with the number of clusters incorporated in embedding learning Jianfeng Cao Hong-Mei Yan SSeg 11 1 0 27 Mar 2021
Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings A. Wolny Qin Yu Constantin Pape Anna Kreshuk ISeg 13 21 0 26 Mar 2021
Unknown Object Segmentation from Stereo Images M. Durner W. Boerdijk M. Sundermeyer W. Friedl Zoltán-Csaba Márton Rudolph Triebel 26 34 0 11 Mar 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation Wenguan Wang Tianfei Zhou F. I. F. Richard Yu Jifeng Dai E. Konukoglu Luc Van Gool 13 473 0 28 Jan 2021
Embedding-based Instance Segmentation in Microscopy Manan Lalit P. Tomančák Florian Jug 12 4 0 25 Jan 2021
VideoClick: Video Object Segmentation with a Single Click N. Homayounfar Justin Liang Wei-Chiu Ma R. Urtasun VOS 23 5 0 16 Jan 2021
How Shift Equivariance Impacts Metric Learning for Instance Segmentation J. L. Rumberger Xiaoyan Yu Peter Hirsch Melanie Dohmen Vanessa Emanuela Guarino Ashkan Mokarian Lisa Mais Jan Funke Dagmar Kainmueller 27 6 0 14 Jan 2021