Learning to Refine Object Segments

29 March 2016

Piotr Dollàr

Papers citing "Learning to Refine Object Segments"

44 / 144 papers shown

Title
Deep Crisp Boundaries: From Boundaries to Higher-level Tasks Yupei Wang Xin Zhao Yin Li Kaiqi Huang 33 77 0 08 Jan 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
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
Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video Aljosa Osep P. Voigtlaender Jonathon Luiten Stefan Breuers Bastian Leibe ObjD 33 11 0 23 Dec 2017
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 23 180 0 22 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 36 97 0 01 Dec 2017
Real-time Semantic Image Segmentation via Spatial Sparsity Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 39 64 0 01 Dec 2017
An Analysis of Scale Invariance in Object Detection - SNIP Bharat Singh L. Davis ObjD 35 736 0 22 Nov 2017
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation Géraldin Nanfack Azeddine Elhassouny Rachid Oulad Haj Thami SSeg 41 22 0 15 Nov 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 32 4 0 22 Oct 2017
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 29 338 0 18 Sep 2017
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation Chuang Gan Yandong Li Haoxiang Li Chen Sun Boqing Gong 27 126 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
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 57 443 0 08 Aug 2017
Flow-free Video Object Segmentation Aditya Vora Shanmuganathan Raman VOS 9 2 0 29 Jun 2017
Co-Fusion: Real-time Segmentation, Tracking and Fusion of Multiple Objects Martin Rünz Lourdes Agapito VOT 31 209 0 20 Jun 2017
Superhuman Accuracy on the SNEMI3D Connectomics Challenge Kisuk Lee J. Zung Peter H. Li Viren Jain H. S. Seung 3DV 17 266 0 31 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
Unsupervised learning from video to detect foreground objects in single images Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 23 57 0 31 Mar 2017
Image-based Localization using Hourglass Networks Iaroslav Melekhov Juha Ylioinas Arno Solin Esa Rahtu 24 195 0 23 Mar 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
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Michael Gygli Mohammad Norouzi A. Angelova TDI 24 68 0 13 Mar 2017
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation Di Xie Jiang Xiong Shiliang Pu 19 181 0 06 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
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 186 21,819 0 09 Dec 2016
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 37 603 0 05 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
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 44 1,001 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 42 163 0 21 Nov 2016
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 14 909 0 16 Nov 2016
Convolutional Oriented Boundaries Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbelaez Luc Van Gool 13 231 0 09 Aug 2016
Salient Object Subitizing Jianming Zhang Shugao Ma M. Sameki Stan Sclaroff Margrit Betke Zhe-nan Lin Xiaohui Shen Brian L. Price R. Měch 23 115 0 26 Jul 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 24 79 0 14 Jun 2016
A MultiPath Network for Object Detection Sergey Zagoruyko Adam Lerer Nayeon Lee Pedro H. O. Pinheiro Sam Gross Soumith Chintala Piotr Dollár ObjD 30 213 0 07 Apr 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 18 741 0 24 Mar 2016
Semantic Amodal Segmentation Yan Zhu Yuandong Tian Dimitris N. Metaxas Piotr Dollár VLM 25 170 0 04 Sep 2015