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
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 35 6 0 14 Jan 2021
Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation Zhengxiong Luo Zhicheng Wang Yan Huang Tieniu Tan Erjin Zhou 121 141 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 16 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 36 174 0 13 Dec 2020
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution Tong He Chunhua Shen Anton Van Den 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 14 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 Xiang Wang Song Wang ViT 70 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 16 3 0 02 Oct 2020
Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation Naiyu Gao Yanhu Shan Xin Zhao Kaiqi Huang 34 19 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 8 39 0 18 Sep 2020
Probabilistic Deep Learning for Instance Segmentation J. L. Rumberger Lisa Mais Dagmar Kainmueller UQCV SSeg 24 9 0 24 Aug 2020
Towards Lightweight Lane Detection by Optimizing Spatial Embedding Seokwoo Jung Sungha Choi Mohammad Azam Khan Jaegul Choo 13 16 0 19 Aug 2020
GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes Weidong Zhang Wei Zhang Yinda Zhang 19 22 0 14 Aug 2020
PanoNet: Real-time Panoptic Segmentation through Position-Sensitive Feature Embedding Xia Chen Jianren Wang M. Hebert SSeg 28 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 41 24 0 30 Jul 2020
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation Yu Xiang Christopher Xie Arsalan Mousavian D. Fox 18 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 48 0 20 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 39 204 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 30 3 0 17 Jul 2020
Unseen Object Instance Segmentation for Robotic Environments Christopher Xie Yu Xiang Arsalan Mousavian D. Fox 36 131 0 16 Jul 2020
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation Yuli Wu Long Chen Dorit Merhof 20 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 27 14 0 07 Jul 2020
A Survey on Instance Segmentation: State of the art A. M. Hafiz G. M. Bhat SSeg ISeg 28 421 0 28 Jun 2020
LSD-C: Linearly Separable Deep Clusters Sylvestre-Alvise Rebuffi Sébastien Ehrhardt Kai Han Andrea Vedaldi Andrew Zisserman 19 24 0 17 Jun 2020
Panoptic Instance Segmentation on Pigs Johannes Brunger M. Gentz I. Traulsen Reinhard Koch SSeg 8 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 18 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 16 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 23 38 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 27 213 0 30 Mar 2020
Scalable learning for bridging the species gap in image-based plant phenotyping Daniel Ward Peyman Moghadam 22 29 0 24 Mar 2020
SOLOv2: Dynamic and Fast Instance Segmentation Xinlong Wang Rufeng Zhang Tao Kong Lei Li Chunhua Shen SSeg ISeg 66 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 41 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 77 170 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 16 0 0 17 Mar 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 160 256 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 14 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 29 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 23 238 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 14 9 0 15 Feb 2020
Layered Embeddings for Amodal Instance Segmentation Yanfeng Liu E. Psota L. C. Pérez ISeg 9 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 22 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 27 16 0 24 Jan 2020
PatchPerPix for Instance Segmentation Peter Hirsch Lisa Mais Dagmar Kainmueller 3DV ISeg 26 30 0 21 Jan 2020