Learning to Segment Object Candidates

20 June 2015

Piotr Dollar

Papers citing "Learning to Segment Object Candidates"

50 / 129 papers shown

Title
Seamless Scene Segmentation Lorenzo Porzi Samuel Rota Buló Aleksander Colovic Peter Kontschieder SSeg 27 207 0 03 May 2019
Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation Chunfeng Song Yan Huang Wanli Ouyang Liang Wang 19 216 0 26 Apr 2019
Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More Jingwen Ye Yixin Ji Xinchao Wang Kairi Ou Dapeng Tao Xiuming Zhang MoMe 21 75 0 23 Apr 2019
Automated Focal Loss for Image based Object Detection Michael Weber Michael Fürst Johann Marius Zöllner 26 26 0 19 Apr 2019
Prediction-Tracking-Segmentation Jianren Wang Yihui He Xiaobo Wang Xinjia Yu Xia Chen VOS 37 13 0 05 Apr 2019
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Nayeon Lee 3DPC ISeg 30 117 0 05 Apr 2019
Associatively Segmenting Instances and Semantics in Point Clouds Xinlong Wang Shu Liu Xiaoyong Shen Chunhua Shen Jiaya Jia ISeg 3DPC 13 247 0 26 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
DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals C. Jiang Dana Lynn Ona Lansigan P. Marcus Matthias Nießner 11 11 0 30 Jan 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 23 1,287 0 22 Jan 2019
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 16 1,200 0 12 Dec 2018
Learning to Fuse Things and Stuff Jie Li Allan Raventos Arjun Bhargava Takaaki Tagawa Adrien Gaidon 33 104 0 04 Dec 2018
Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation Zi-Yi Ke Chiou-Ting Hsu 27 0 0 16 Oct 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 24 123 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 72 2,420 0 06 Sep 2018
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos Bo Xiong S. Jain Kristen Grauman VOS 21 32 0 11 Aug 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 42 3,954 0 15 Jul 2018
Collaborative Annotation of Semantic Objects in Images with Multi-granularity Supervisions Lishi Zhang Chenghan Fu Jia Li 30 8 0 27 Jun 2018
Intrinsic Image Transformation via Scale Space Decomposition Lechao Cheng Chengyi Zhang Zicheng Liao 31 39 0 25 May 2018
Cross-connected Networks for Multi-task Learning of Detection and Segmentation Seiichiro Fukuda Ryota Yoshihashi Rei Kawakami Shaodi You M. Iida T. Naemura 21 15 0 15 May 2018
Learning to See the Invisible: End-to-End Trainable Amodal Instance Segmentation P. Follmann Rebecca König Philipp Härtinger Michael Klostermann VLM ISeg 22 116 0 24 Apr 2018
Pose2Seg: Detection Free Human Instance Segmentation Song-Hai Zhang Ruilong Li Xin Dong Paul L. Rosin Zixi Cai Xi Han Dingcheng Yang Haozhi Huang Shimin Hu SSeg 25 201 0 28 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 17 543 0 22 Mar 2018
Pseudo Mask Augmented Object Detection Xiangyu Zhao Shuang Liang Yichen Wei ObjD 18 42 0 15 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 61 5,643 0 05 Mar 2018
Using Deep Learning for Segmentation and Counting within Microscopy Data Carlos X. Hernández Mohammad M. Sultan Vijay S. Pande 25 33 0 28 Feb 2018
Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network Matthieu Grard Romain Brégier Florian Sella Emmanuel Dellandrea Liming Chen 32 12 0 04 Jan 2018
Towards dense object tracking in a 2D honeybee hive Katarzyna Bozek Laetitia Hebert A. Mikheyev G. Stephens VOT 32 47 0 22 Dec 2017
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 23 180 0 22 Dec 2017
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 49 189 0 18 Dec 2017
S4Net: Single Stage Salient-Instance Segmentation Ruochen Fan Ming-Ming Cheng Qibin Hou Tai-Jiang Mu Jingdong Wang Shimin Hu ISeg SSeg 33 85 0 21 Nov 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
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 57 443 0 08 Aug 2017
Drone-based Object Counting by Spatially Regularized Regional Proposal Network Meng-Ru Hsieh Yen-Liang Lin Winston H. Hsu 30 411 0 19 Jul 2017
Flow-free Video Object Segmentation Aditya Vora Shanmuganathan Raman VOS 9 2 0 29 Jun 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 72 3,065 0 19 May 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 34 1,267 0 22 Apr 2017
ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond Siyuan Qiao Wei Shen Weichao Qiu Chenxi Liu Alan Yuille 22 36 0 22 Apr 2017
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation Ngan Le Kha Gia Quach Khoa Luu Marios Savvides Chenchen Zhu 24 71 0 12 Apr 2017
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep Learning Ronald Kemker C. Salvaggio Christopher Kanan 36 450 0 19 Mar 2017
Zoom Out-and-In Network with Recursive Training for Object Proposal Hongyang Li Yu Liu Wanli Ouyang Xiaogang Wang ObjD 33 23 0 19 Feb 2017
Pixel Objectness S. Jain Bo Xiong Kristen Grauman 19 37 0 19 Jan 2017
Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation Carlos D. Castillo Soham De Xintong Han Bharat Singh A. Yadav Tom Goldstein 21 40 0 09 Jan 2017
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 27 320 0 20 Dec 2016
Learning Features by Watching Objects Move Deepak Pathak Ross B. Girshick Piotr Dollár Trevor Darrell Bharath Hariharan SSL VOS OCL 36 522 0 19 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 183 21,819 0 09 Dec 2016
Object Detection Free Instance Segmentation With Labeling Transformations Long Jin Zeyu Chen Z. Tu ISeg 23 16 0 28 Nov 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 24 520 0 24 Nov 2016
InstanceCut: from Edges to Instances with MultiCut Alexander Kirillov Evgeny Levinkov Bjoern Andres Bogdan Savchynskyy Carsten Rother SSeg 26 250 0 24 Nov 2016
Straight to Shapes: Real-time Detection of Encoded Shapes Saumya Jetley Michael Sapienza Stuart Golodetz Philip Torr ObjD 17 50 0 23 Nov 2016