Semantic Instance Segmentation via Deep Metric Learning

30 March 2017

Peng Wang

Papers citing "Semantic Instance Segmentation via Deep Metric Learning"

49 / 49 papers shown

Title
UniParser: Multi-Human Parsing with Unified Correlation Representation Learning Jiaming Chu Lei Jin Junliang Xing Jian-jun Zhao 36 0 0 13 Oct 2023
Instance Segmentation with Cross-Modal Consistency A. Z. Zhu Vincent Casser R. Mahjourian Henrik Kretzschmar Soren Pirk ISeg 19 1 0 14 Oct 2022
Online Neural Diarization of Unlimited Numbers of Speakers Using Global and Local Attractors Shota Horiguchi Shinji Watanabe Leibny Paola García-Perera Yuki Takashima Y. Kawaguchi 39 23 0 06 Jun 2022
3D Instance Segmentation of MVS Buildings Jiazhou Chen Yanghui Xu Shufang Lu Ronghua Liang Liangliang Nan ISeg 3DV 27 23 0 18 Dec 2021
Transformer Assisted Convolutional Network for Cell Instance Segmentation Deepanshu Pandey Pradyumna Gupta Sumit K. Bhattacharya Aman Sinha Rohit Agarwal ViT MedIm 21 3 0 05 Oct 2021
Semantic Segmentation and Object Detection Towards Instance Segmentation: Breast Tumor Identification Mohamed Mejri Aymen Mejri Oumayma Mejri C. Fekih 30 0 0 06 Aug 2021
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation Angira Sharma Naeemullah Khan Muhammad Mubashar G. Sundaramoorthi Philip Torr 26 6 0 16 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 36 232 0 02 Jul 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation Miao Hu Yali Li Lu Fang Shengjin Wang 33 73 0 07 May 2021
GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement Martin Engelcke Oiwi Parker Jones Ingmar Posner OCL 37 115 0 20 Apr 2021
Force-and-moment-based Model Predictive Control for Achieving Highly Dynamic Locomotion on Bipedal Robots Junheng Li G. Alcan 30 20 0 31 Mar 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Dongfang Liu Yiming Cui Wenbo Tan Yingjie Chen 44 132 0 18 Mar 2021
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
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation Daizong Liu Dongdong Yu Changhu Wang Pan Zhou VOS 28 48 0 04 Dec 2020
3D-FUTURE: 3D Furniture shape with TextURE Huan Fu Rongfei Jia Lin Gao Biwei Huang Binqiang Zhao Stephen J. Maybank Dacheng Tao 3DV 47 247 0 21 Sep 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 39 204 0 17 Jul 2020
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity Mykhaylo Andriluka S. Pellegrini S. Popov V. Ferrari VLM 24 6 0 16 Jul 2020
BANet: Bidirectional Aggregation Network with Occlusion Handling for Panoptic Segmentation Yifeng Chen Guangchen Lin Songyuan Li Omar Elfarouk Bourahla Yiming Wu Fangfang Wang Junyi Feng Mingliang Xu Xi Li ISeg 28 65 0 31 Mar 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
Memory Aggregation Networks for Efficient Interactive Video Object Segmentation Jiaxu Miao Yunchao Wei Yi Yang VOS 34 69 0 30 Mar 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 160 257 0 14 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 196 599 0 12 Mar 2020
Learning a Spatio-Temporal Embedding for Video Instance Segmentation Anthony Hu Alex Kendall R. Cipolla 24 19 0 19 Dec 2019
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation Shaoru Wang Yongchao Gong Junliang Xing Lichao Huang Chang Huang Weiming Hu ISeg 36 59 0 11 Dec 2019
YOLACT++: Better Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee VLM SSeg ISeg 22 411 0 03 Dec 2019
Identifying Unknown Instances for Autonomous Driving K. Wong Shenlong Wang Mengye Ren Ming Liang R. Urtasun 22 110 0 24 Oct 2019
Anchor Diffusion for Unsupervised Video Object Segmentation Zhao Yang Qiang Wang Luca Bertinetto Weiming Hu S. Bai Philip Torr VOS 43 115 0 24 Oct 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 18 605 0 10 Oct 2019
Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction Kisuk Lee R. Lu Kyle L. Luther H. S. Seung 3DV 36 22 0 21 Sep 2019
AdaptIS: Adaptive Instance Selection Network Konstantin Sofiiuk O. Barinova Anton Konushin SSeg 41 170 0 17 Sep 2019
A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning Pengfei Wang Chengquan Zhang Fei Qi Zuming Huang Mengyi En Junyu Han Jingtuo Liu Errui Ding Guangming Shi 32 59 0 15 Aug 2019
3D Instance Segmentation via Multi-Task Metric Learning Jean Lahoud Guohao Li Marc Pollefeys Martin R. Oswald ISeg 35 176 0 20 Jun 2019
Instance Segmentation with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark Schmidt 3DPC ISeg 25 21 0 14 Jun 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 27 57 0 27 May 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 79 1,633 0 04 Apr 2019
Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding Zehao Yu Jia Zheng Dongze Lian Zihan Zhou Shenghua Gao 3DV 27 90 0 26 Feb 2019
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation P. Voigtlaender Yuning Chai Florian Schroff Hartwig Adam Bastian Leibe Liang-Chieh Chen VOS 19 415 0 25 Feb 2019
3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation Zhidong Liang Ming Yang Chunxiang Wang 3DPC 24 27 0 14 Feb 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 41 189 0 13 Feb 2019
Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning Tomasz K. Konopczynski Thorben Kröger Lei Zheng Jurgen Hesser ISeg 3DPC 16 19 0 04 Jan 2019
Flow Based Self-supervised Pixel Embedding for Image Segmentation B. Ma Shubao Liu Yin-Cong Zhi Qi Song SSL MDE 19 1 0 02 Jan 2019
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 37 89 0 28 Nov 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 44 12 0 10 Oct 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model George Papandreou Tyler Lixuan Zhu Liang-Chieh Chen Spyros Gidaris Jonathan Tompson Kevin Patrick Murphy 17 543 0 22 Mar 2018
Learning deep structured active contours end-to-end Diego Marcos D. Tuia B. Kellenberger Lisa Zhang Min Bai Renjie Liao R. Urtasun 30 155 0 16 Mar 2018
Instance Embedding Transfer to Unsupervised Video Object Segmentation Siyang Li Bryan Seybold A. Vorobyov Alireza Fathi Qin Huang C.-C. Jay Kuo VOS 24 104 0 03 Jan 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 32 180 0 22 Dec 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 35 141 0 15 Aug 2017
An Error Detection and Correction Framework for Connectomics J. Zung Ignacio Tartavull Kisuk Lee H. S. Seung 3DV 30 44 0 08 Aug 2017