Learning to Segment Object Candidates

20 June 2015

Piotr Dollar

Papers citing "Learning to Segment Object Candidates"

50 / 102 papers shown

Title
Learning to Fuse Things and Stuff Jie Li Allan Raventos Arjun Bhargava Takaaki Tagawa Adrien Gaidon 25 104 0 04 Dec 2018
Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation Zi-Yi Ke Chiou-Ting Hsu 13 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 16 122 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 47 2,417 0 06 Sep 2018
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos Bo Xiong S. Jain Kristen Grauman VOS 13 32 0 11 Aug 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 27 3,947 0 15 Jul 2018
Collaborative Annotation of Semantic Objects in Images with Multi-granularity Supervisions Lishi Zhang Chenghan Fu Jia Li 25 8 0 27 Jun 2018
Intrinsic Image Transformation via Scale Space Decomposition Lechao Cheng Chengyi Zhang Zicheng Liao 20 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 16 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 23 200 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 15 542 0 22 Mar 2018
Pseudo Mask Augmented Object Detection Xiangyu Zhao Shuang Liang Yichen Wei ObjD 16 42 0 15 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 52 5,633 0 05 Mar 2018
Using Deep Learning for Segmentation and Counting within Microscopy Data Carlos X. Hernández Mohammad M. Sultan Vijay S. Pande 19 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 Dellandréa Liming Luke 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 22 47 0 22 Dec 2017
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 41 189 0 18 Dec 2017
An Error Detection and Correction Framework for Connectomics J. Zung Ignacio Tartavull Kisuk Lee H. S. Seung 3DV 22 44 0 08 Aug 2017
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 37 442 0 08 Aug 2017
Drone-based Object Counting by Spatially Regularized Regional Proposal Network Meng-Ru Hsieh Yen-Liang Lin Winston H. Hsu 22 409 0 19 Jul 2017
Flow-free Video Object Segmentation Aditya Vora S. 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 37 3,058 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 14 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 16 71 0 12 Apr 2017
Zoom Out-and-In Network with Recursive Training for Object Proposal Hongyang Li Yu Liu Wanli Ouyang Xiaogang Wang ObjD 28 23 0 19 Feb 2017
Pixel Objectness S. Jain Bo Xiong Kristen Grauman 14 37 0 19 Jan 2017
Learning Features by Watching Objects Move Deepak Pathak Ross B. Girshick Piotr Dollár Trevor Darrell Bharath Hariharan SSL VOS OCL 16 521 0 19 Dec 2016
Feature Pyramid Networks for Object Detection Tsung-Yi Lin Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 168 21,804 0 09 Dec 2016
Object Detection Free Instance Segmentation With Labeling Transformations Long Jin Zeyu Chen Z. Tu ISeg 18 16 0 28 Nov 2016
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 30 1,000 0 23 Nov 2016
Gland Instance Segmentation Using Deep Multichannel Neural Networks Yan Xu Yang Li Yipei Wang Mingyuan Liu Yubo Fan M. Lai E. Chang MedIm 32 163 0 21 Nov 2016
Multiview RGB-D Dataset for Object Instance Detection G. Georgakis Md. Alimoor Reza Arsalan Mousavian P. Le Jana Kosecka 3DPC 3DV 16 80 0 26 Sep 2016
Crafting a multi-task CNN for viewpoint estimation Francisco Massa Renaud Marlet Mathieu Aubry 13 77 0 13 Sep 2016
Convolutional Oriented Boundaries Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbelaez Luc Van Gool 13 231 0 09 Aug 2016
DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers Amir Ghodrati Ali Diba M. Pedersoli Tinne Tuytelaars Luc Van Gool ObjD 16 20 0 15 Jun 2016
Attend Refine Repeat: Active Box Proposal Generation via In-Out Localization Spyridon Gidaris N. Komodakis ObjD 19 79 0 14 Jun 2016
End-to-End Instance Segmentation with Recurrent Attention Mengye Ren R. Zemel SSeg 16 61 0 30 May 2016
Object Contour Detection with a Fully Convolutional Encoder-Decoder Network Jimei Yang Brian L. Price Scott D. Cohen Honglak Lee Ming-Hsuan Yang ObjD 16 365 0 15 Mar 2016
Learning Physical Intuition of Block Towers by Example Adam Lerer Sam Gross Rob Fergus PINN 11 298 0 03 Mar 2016
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian-jun Sun SSeg 27 1,225 0 14 Dec 2015
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 27 1,204 0 14 Dec 2015
LocNet: Improving Localization Accuracy for Object Detection Spyros Gidaris N. Komodakis ObjD 26 140 0 24 Nov 2015
DenseBox: Unifying Landmark Localization with End to End Object Detection Lichao Huang Yi Yang Yafeng Deng Yinan Yu ObjD 22 461 0 16 Sep 2015
Proposal-free Network for Instance-level Object Segmentation Xiaodan Liang Yunchao Wei Xiaohui Shen Jianchao Yang Liang Lin Shuicheng Yan SSeg 12 233 0 09 Sep 2015
Semantic Amodal Segmentation Yan Zhu Yuandong Tian Dimitris N. Metaxas Piotr Dollár VLM 20 170 0 04 Sep 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian-jun Sun AIMat ObjD 61 61,499 0 04 Jun 2015
DeepBox: Learning Objectness with Convolutional Networks Weicheng Kuo Bharath Hariharan Jitendra Malik ObjD 22 184 0 08 May 2015
What makes for effective detection proposals? J. Hosang Rodrigo Benenson Piotr Dollár Bernt Schiele ObjD 31 732 0 17 Feb 2015