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
Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation Zhengxiong Luo Zhicheng Wang Yan Huang T. Tan Erjin Zhou 113 141 0 30 Dec 2020
FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-picking Yajun Xu S. Arai Diyi Liu Fang-Erh Lin K. Kosuge 3DPC 8 34 0 29 Dec 2020
CompositeTasking: Understanding Images by Spatial Composition of Tasks Nikola Popovic D. Paudel Thomas Probst Guolei Sun Luc Van Gool 14 7 0 16 Dec 2020
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU Shipra Jain D. Pani Martin Danelljan Luc Van Gool VLM 21 12 0 14 Dec 2020
Contrastive Learning for Label-Efficient Semantic Segmentation Xiangyu Zhao Raviteja Vemulapalli Philip Mansfield Boqing Gong Bradley Green Lior Shapira Ying Nian Wu SSL SSeg 17 174 0 13 Dec 2020
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution Tong He Chunhua Shen A. Hengel 3DPC 32 101 0 26 Nov 2020
3D-LaneNet+: Anchor Free Lane Detection using a Semi-Local Representation Netalee Efrat Max Bluvstein Shaul Oron Dan Levi Noa Garnett Bat El Shlomo 3DPC 6 46 0 01 Nov 2020
Panoster: End-to-end Panoptic Segmentation of LiDAR Point Clouds Stefano Gasperini M. N. Mahani Alvaro Marcos-Ramiro Nassir Navab Federico Tombari 3DPC 14 67 0 28 Oct 2020
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines R. Abdelfattah Xiaofeng Wang Song Wang ViT 65 64 0 20 Oct 2020
RDCNet: Instance segmentation with a minimalist recurrent residual network Raphael Ortiz Gustavo de Medeiros A. Peters P. Liberali Markus Rempfler ISeg 14 3 0 02 Oct 2020
Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation Naiyu Gao Yanhu Shan Xin Zhao Kaiqi Huang 21 18 0 28 Sep 2020
TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling Deepak Keshwani Yoshiro Kitamura Satoshi Ihara S. Iizuka E. Simo-Serra 3DPC 6 39 0 18 Sep 2020
Probabilistic Deep Learning for Instance Segmentation J. L. Rumberger Lisa Mais Dagmar Kainmueller UQCV SSeg 8 9 0 24 Aug 2020
Towards Lightweight Lane Detection by Optimizing Spatial Embedding Seokwoo Jung Sungha Choi Mohammad Azam Khan Jaegul Choo 11 16 0 19 Aug 2020
GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes Weidong Zhang Wei Zhang Yinda Zhang 11 22 0 14 Aug 2020
PanoNet: Real-time Panoptic Segmentation through Position-Sensitive Feature Embedding Xia Chen Jianren Wang M. Hebert SSeg 15 11 0 01 Aug 2020
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation N. Homayounfar Yuwen Xiong Justin Liang Wei-Chiu Ma R. Urtasun 3DPC 33 24 0 30 Jul 2020
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation Yu Xiang Christopher Xie Arsalan Mousavian D. Fox 8 98 0 30 Jul 2020
Learning Gaussian Instance Segmentation in Point Clouds Shih-Hung Liu Shan Yu Shao-Chi Wu Hwann-Tzong Chen Tyng-Luh Liu 3DPC ISeg 26 47 0 20 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 12 204 0 17 Jul 2020
CASNet: Common Attribute Support Network for image instance and panoptic segmentation Xiaolong Liu Y. Hou Anbang Yao Yurong Chen Keqiang Li SSeg ISeg 22 3 0 17 Jul 2020
Unseen Object Instance Segmentation for Robotic Environments Christopher Xie Yu Xiang Arsalan Mousavian D. Fox 13 131 0 16 Jul 2020
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation Yuli Wu Long Chen Dorit Merhof 15 5 0 13 Jul 2020
Spatial Semantic Embedding Network: Fast 3D Instance Segmentation with Deep Metric Learning Dongsu Zhang Junha Chun S. Cha Y. Kim 3DPC SSeg 3DV 21 14 0 07 Jul 2020
A Survey on Instance Segmentation: State of the art A. M. Hafiz G. M. Bhat SSeg ISeg 12 419 0 28 Jun 2020
LSD-C: Linearly Separable Deep Clusters Sylvestre-Alvise Rebuffi Sébastien Ehrhardt Kai Han Andrea Vedaldi Andrew Zisserman 14 24 0 17 Jun 2020
Panoptic Instance Segmentation on Pigs Johannes Brunger M. Gentz I. Traulsen Reinhard Koch SSeg 6 1 0 21 May 2020
Reinforced Coloring for End-to-End Instance Segmentation Tuan Tran Anh Khoa Nguyen-Tuan Tran Minh Quan Won-Ki Jeong SSeg ISeg 16 2 0 14 May 2020
Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints Long Chen M. Strauch Dorit Merhof 8 30 0 21 Apr 2020
MNEW: Multi-domain Neighborhood Embedding and Weighting for Sparse Point Clouds Segmentation Yang Zheng I. Izzat S. Song 3DPC 25 0 0 05 Apr 2020
Pixel Consensus Voting for Panoptic Segmentation Haochen Wang Ruotian Luo Michael Maire Gregory Shakhnarovich ISeg 21 37 0 04 Apr 2020
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation Francis Engelmann M. Bokeloh Alireza Fathi Bastian Leibe Matthias Nießner 3DPC 22 211 0 30 Mar 2020
Scalable learning for bridging the species gap in image-based plant phenotyping Daniel Ward Peyman Moghadam 14 29 0 24 Mar 2020
SOLOv2: Dynamic and Fast Instance Segmentation Xinlong Wang Rufeng Zhang Tao Kong Lei Li Chunhua Shen SSeg ISeg 56 98 0 23 Mar 2020
Detecting Lane and Road Markings at A Distance with Perspective Transformer Layers Zhuoping Yu Xiao-ping Ren Yuyao Huang Wei Tian Junqiao Zhao ViT 33 17 0 19 Mar 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 70 170 0 18 Mar 2020
Neural Mesh Refiner for 6-DoF Pose Estimation Di Wu Yihao Chen Xianbiao Qi Yongjian Yu W. Chen Rong Xiao 3DH 14 0 0 17 Mar 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 150 256 0 14 Mar 2020
Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds G. Wu Zhiyi Pan Peng-Tao Jiang Changhe Tu 3DPC 14 6 0 11 Mar 2020
Semi-Local 3D Lane Detection and Uncertainty Estimation Netalee Efrat Max Bluvstein Noa Garnett Dan Levi Shaul Oron Bat El Shlomo UQCV 6 15 0 11 Mar 2020
3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection Liang Du Jingang Tan Xiangyang Xue Lili Chen Hongkai Wen Jianfeng Feng Jiamao Li Xiaolin Zhang 3DPC 3DV 17 12 0 01 Mar 2020
Towards Bounding-Box Free Panoptic Segmentation Ujwal D. Bonde P. Alcantarilla Stefan Leutenegger ISeg 16 11 0 18 Feb 2020
Key Points Estimation and Point Instance Segmentation Approach for Lane Detection Yeongmin Ko Jiwon Jun Shoaib Azam Donghwuy Ko M. Jeon Witold Pedrycz 3DPC 10 238 0 16 Feb 2020
Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images Dongnan Liu Donghao Zhang Yang Song Heng-Chiao Huang Weidong (Tom) Cai MedIm 6 9 0 15 Feb 2020
Layered Embeddings for Amodal Instance Segmentation Yanfeng Liu E. Psota L. C. Pérez ISeg 7 1 0 14 Feb 2020
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation Jun Liu Xiang Wang X. Tai 6 35 0 10 Feb 2020
Unsupervised deep clustering for predictive texture pattern discovery in medical images Matthias Perkonigg Daniel Sobotka A. Ba-Ssalamah Georg Langs 14 5 0 31 Jan 2020
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor Jiachen Xu Jing-yu Gong Jie Zhou Xin Tan Yuan Xie Lizhuang Ma 3DV 6 16 0 24 Jan 2020
PatchPerPix for Instance Segmentation Peter Hirsch Lisa Mais Dagmar Kainmueller 3DV ISeg 19 30 0 21 Jan 2020
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation Tong He Dong Gong Zhi Tian Chunhua Shen 3DV 35 39 0 06 Jan 2020