Deep Watershed Transform for Instance Segmentation

24 November 2016

Papers citing "Deep Watershed Transform for Instance Segmentation"

41 / 91 papers shown

Title
Identifying Unknown Instances for Autonomous Driving K. Wong Shenlong Wang Mengye Ren Ming Liang R. Urtasun 22 110 0 24 Oct 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 18 605 0 10 Oct 2019
PolarMask: Single Shot Instance Segmentation with Polar Representation Enze Xie Pei Sun Xiaoge Song Wenhai Wang Ding Liang Chunhua Shen Ping Luo ISeg 24 536 0 29 Sep 2019
DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images C. Koyuncu G. N. Gunesli R. Cetin-Atalay Cigdem Demir 25 25 0 29 Aug 2019
A Weakly Supervised Method for Instance Segmentation of Biological Cells F. Guerrero-Peña Pedro Diamel Marrero Fernández Ing Ren Tsang Alexandre Cunha 25 14 0 26 Aug 2019
Exploiting Sparse Semantic HD Maps for Self-Driving Vehicle Localization Wei-Chiu Ma Ignacio Tartavull Ioan Andrei Bârsan Shenlong Wang Min Bai Gellért Máttyus N. Homayounfar S. K. Lakshmikanth A. Pokrovsky R. Urtasun 30 100 0 08 Aug 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 33 824 0 08 Jul 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
Multimodal End-to-End Autonomous Driving Yi Xiao Felipe Codevilla A. Gurram O. Urfalioglu Antonio M. López 19 241 0 07 Jun 2019
DARNet: Deep Active Ray Network for Building Segmentation Dominic Cheng Renjie Liao Sanja Fidler R. Urtasun 3DV 39 107 0 15 May 2019
Devil is in the Edges: Learning Semantic Boundaries from Noisy Annotations David Acuna Amlan Kar Sanja Fidler 22 142 0 16 Apr 2019
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Nayeon Lee 3DPC ISeg 32 117 0 05 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 82 1,635 0 04 Apr 2019
Fast Interactive Object Annotation with Curve-GCN Huan Ling Jun Gao Amlan Kar Wenzheng Chen Sanja Fidler 37 251 0 16 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 32 148 0 12 Mar 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
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Jiaqi Wang Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 40 1,290 0 22 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 16 19 0 04 Jan 2019
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection Yongchao Xu Yukang Wang Wei Zhou Yongpan Wang Zhibo Yang X. Bai 32 250 0 04 Dec 2018
TextMountain: Accurate Scene Text Detection via Instance Segmentation Yixing Zhu Jun Du 23 107 0 30 Nov 2018
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 37 89 0 28 Nov 2018
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images Dennis Eschweiler T. V. Spina Rohan Choudhury E. Meyerowitz Alexandre Cunha Johannes Stegmaier 24 50 0 16 Oct 2018
Primitive Fitting Using Deep Boundary Aware Geometric Segmentation Duanshun Li Chen Feng 3DPC 10 4 0 03 Oct 2018
Instance-level Human Parsing via Part Grouping Network Ke Gong Xiaodan Liang Yicheng Li Yimin Chen Ming-Hsuan Yang Liang Lin 3DH 36 332 0 01 Aug 2018
Instance Segmentation by Deep Coloring V. Kulikov V. Yurchenko Victor Lempitsky VLM SSeg ISeg 36 29 0 26 Jul 2018
Deep Learning in the Wild Thilo Stadelmann Mohammadreza Amirian Ismail Arabaci M. Arnold G. Duivesteijn ... Melanie Geiger Stefan Lörwald B. Meier Katharina Rombach Lukas Tuggener 24 42 0 13 Jul 2018
Predicting Future Instance Segmentation by Forecasting Convolutional Features Pauline Luc Camille Couprie Yann LeCun Jakob Verbeek 35 91 0 30 Mar 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 17 544 0 22 Mar 2018
Learning to Cluster for Proposal-Free Instance Segmentation Yen-Chang Hsu Zheng Xu Z. Kira Jiawei Huang SSeg 24 54 0 17 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
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 61 5,652 0 05 Mar 2018
Towards End-to-End Lane Detection: an Instance Segmentation Approach D. Neven Bert De Brabandere Stamatios Georgoulis Marc Proesmans Luc Van Gool 34 659 0 15 Feb 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 55 1,415 0 03 Jan 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 32 180 0 22 Dec 2017
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 57 443 0 08 Aug 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 102 3,076 0 19 May 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 10 787 0 18 Apr 2017
TorontoCity: Seeing the World with a Million Eyes Shenlong Wang Min Bai Gellért Máttyus Hang Chu Wenjie Luo Binh Yang Justin Liang Joel Cheverie Sanja Fidler R. Urtasun 3DV ViT 24 178 0 01 Dec 2016
Proposal-free Network for Instance-level Object Segmentation Xiaodan Liang Yunchao Wei Xiaohui Shen Jianchao Yang Liang Lin Shuicheng Yan SSeg 34 233 0 09 Sep 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 239 7,921 0 13 Jun 2015