Semantic Instance Segmentation with a Discriminative Loss Function

8 August 2017

Bert De Brabandere

D. Neven

Luc Van Gool

SSeg

ArXiv PDF HTML

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

50 / 219 papers shown

Title
BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation Hao Chen Kunyang Sun Zhi Tian Chunhua Shen Yongming Huang Youliang Yan ISeg 14 483 0 02 Jan 2020
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 25 1,637 0 27 Dec 2019
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds Lin Zhao Wenbing Tao 3DV ISeg 37 105 0 20 Dec 2019
Learning a Spatio-Temporal Embedding for Video Instance Segmentation Anthony Hu Alex Kendall R. Cipolla 6 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 21 59 0 11 Dec 2019
SOLO: Segmenting Objects by Locations Xinlong Wang Tao Kong Chunhua Shen Yuning Jiang Lei Li SSeg ISeg 14 666 0 10 Dec 2019
EmbedMask: Embedding Coupling for One-stage Instance Segmentation Hui Ying Zhaojin Huang Shu-Lin Liu Tianjia Shao Kun Zhou ISeg 21 38 0 04 Dec 2019
YOLACT++: Better Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee VLM SSeg ISeg 14 406 0 03 Dec 2019
Real-Time Panoptic Segmentation from Dense Detections Rui Hou Jie Li Arjun Bhargava Allan Raventos Vitor Campagnolo Guizilini Chao Fang J. Lynch Adrien Gaidon SSeg 10 67 0 03 Dec 2019
Point Cloud Instance Segmentation using Probabilistic Embeddings Biao Zhang Peter Wonka 3DPC 17 66 0 30 Nov 2019
Region segmentation via deep learning and convex optimization Matthias Sonntag V. Morgenshtern 3DPC 11 1 0 28 Nov 2019
Single-Shot Panoptic Segmentation Mark Weber Jonathon Luiten Bastian Leibe 14 22 0 02 Nov 2019
Identifying Unknown Instances for Autonomous Driving K. Wong Shenlong Wang Mengye Ren Ming Liang R. Urtasun 14 110 0 24 Oct 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 18 603 0 10 Oct 2019
A Mobile Manipulation System for One-Shot Teaching of Complex Tasks in Homes M. Bajracharya James Borders D. Helmick Thomas Kollar Michael Laskey ... A. Ochiai Josh Petersen K. Shankar Kevin Stone Yutaka Takaoka 14 30 0 30 Sep 2019
Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction Kisuk Lee R. Lu Kyle L. Luther H. S. Seung 3DV 28 22 0 21 Sep 2019
AdaptIS: Adaptive Instance Selection Network Konstantin Sofiiuk O. Barinova Anton Konushin SSeg 25 170 0 17 Sep 2019
SSAP: Single-Shot Instance Segmentation With Affinity Pyramid Naiyu Gao Yanhu Shan Yupei Wang Xin Zhao Yinan Yu Ming Yang Kaiqi Huang SSeg ISeg 27 225 0 04 Sep 2019
In defense of OSVOS Yu Liu Yutong Dai Anh-Dzung Doan Lingqiao Liu Ian Reid VOS 14 2 0 19 Aug 2019
The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation Christopher Xie Yu Xiang Arsalan Mousavian D. Fox 6 92 0 30 Jul 2019
MaskPlus: Improving Mask Generation for Instance Segmentation Shichao Xu Shuyue Lan Qi Zhu ISeg 11 4 0 15 Jul 2019
From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation Network Shaoshuai Shi Zhe Wang Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 19 822 0 08 Jul 2019
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation Alberto Bailoni Constantin Pape Nathan Hütsch Steffen Wolf T. Beier Anna Kreshuk Fred Hamprecht 15 12 0 27 Jun 2019
Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth D. Neven Bert De Brabandere M. Proesmans Luc Van Gool SSeg ISeg 8 241 0 26 Jun 2019
3D Instance Segmentation via Multi-Task Metric Learning Jean Lahoud Bernard Ghanem Marc Pollefeys Martin R. Oswald ISeg 21 175 0 20 Jun 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 11 57 0 27 May 2019
Spatial Sampling Network for Fast Scene Understanding Davide Mazzini Raimondo Schettini 3DPC SSeg 11 21 0 22 May 2019
Convolutional nets for reconstructing neural circuits from brain images acquired by serial section electron microscopy Kisuk Lee N. Turner T. Macrina Jingpeng Wu R. Lu H. S. Seung 17 52 0 29 Apr 2019
FoxNet: A Multi-face Alignment Method Yuxiang Wu Zehua Cheng Bin Huang Yiming Chen Xinghui Zhu Weiyan Wang 3DH CVBM 10 6 0 22 Apr 2019
Instance Segmentation of Biological Images Using Harmonic Embeddings V. Kulikov Victor Lempitsky 6 39 0 10 Apr 2019
Actor-Critic Instance Segmentation Nikita Araslanov Constantin Rothkopf Stefan Roth EgoV ISeg 15 17 0 10 Apr 2019
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Tsung-Yi Lin 3DPC ISeg 16 117 0 05 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 20 1,625 0 04 Apr 2019
3D-BEVIS: Bird's-Eye-View Instance Segmentation Cathrin Elich Francis Engelmann Theodora Kontogianni Bastian Leibe 3DPC ISeg 22 54 0 03 Apr 2019
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields Quang-Cuong Pham D. Nguyen Binh-Son Hua Gemma Roig Sai-Kit Yeung ISeg 3DV 15 202 0 01 Apr 2019
Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants Dmitry Kuznichov Alon Zvirin Yaron Honen Ron Kimmel 6 89 0 20 Mar 2019
An End-to-End Network for Panoptic Segmentation Huanyu Liu Chao Peng Changqian Yu Jingbo Wang Xuantong Liu Gang Yu Wei Jiang ISeg 10 148 0 12 Mar 2019
Mask Scoring R-CNN Zhaojin Huang Lichao Huang Yongchao Gong Chang Huang Xinggang Wang ISeg SSeg 11 900 0 01 Mar 2019
Associatively Segmenting Instances and Semantics in Point Clouds Xinlong Wang Shu-Lin Liu Xiaoyong Shen Chunhua Shen Jiaya Jia ISeg 3DPC 8 246 0 26 Feb 2019
Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding Zehao Yu Jia Zheng Dongze Lian Zihan Zhou Shenghua Gao 3DV 11 90 0 26 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 22 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 23 189 0 13 Feb 2019
Learning Metric Graphs for Neuron Segmentation In Electron Microscopy Images Kyle L. Luther Sebastian Seung 14 9 0 31 Jan 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 6 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 9 1 0 02 Jan 2019
Object Discovery in Videos as Foreground Motion Clustering Christopher Xie Yu Xiang Zaïd Harchaoui D. Fox VOS 14 69 0 06 Dec 2018
TextMountain: Accurate Scene Text Detection via Instance Segmentation Yixing Zhu Jun Du 23 107 0 30 Nov 2018
Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data Marco Stricker Olivier Augereau Stephen Moore 3DPC 13 11 0 08 Nov 2018
Weakly- and Semi-Supervised Panoptic Segmentation Qizhu Li Anurag Arnab Philip H. S. Torr 18 164 0 10 Aug 2018
Deep Leaf Segmentation Using Synthetic Data Daniel Ward Peyman Moghadam N. Hudson 11 108 0 28 Jul 2018