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Fully Convolutional Networks for Semantic Segmentation

Fully Convolutional Networks for Semantic Segmentation

20 May 2016
Evan Shelhamer
Jonathan Long
Trevor Darrell
    VOS
    SSeg
ArXivPDFHTML

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,032 papers shown
Title
Multi-Scale Context Aggregation by Dilated Convolutions
Multi-Scale Context Aggregation by Dilated Convolutions
Feng Yu
V. Koltun
SSeg
55
8,401
0
23 Nov 2015
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings
  Using Abstract Scenes
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes
Satwik Kottur
Ramakrishna Vedantam
José M. F. Moura
Devi Parikh
VLM
38
85
0
22 Nov 2015
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation
Francesco Visin
Marco Ciccone
Adriana Romero
Kyle Kastner
Kyunghyun Cho
Yoshua Bengio
Matteo Matteucci
Aaron Courville
VLM
SSeg
19
251
0
22 Nov 2015
SceneNet: Understanding Real World Indoor Scenes With Synthetic Data
SceneNet: Understanding Real World Indoor Scenes With Synthetic Data
Ankur Handa
Viorica Patraucean
Vijay Badrinarayanan
Simon Stent
R. Cipolla
3DPC
3DV
28
230
0
22 Nov 2015
Superpixel Convolutional Networks using Bilateral Inceptions
Superpixel Convolutional Networks using Bilateral Inceptions
Raghudeep Gadde
Varun Jampani
Martin Kiefel
Daniel Kappler
Peter V. Gehler
SSeg
SupR
30
129
0
20 Nov 2015
Hand Pose Estimation through Semi-Supervised and Weakly-Supervised
  Learning
Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning
Natalia Neverova
Christian Wolf
Florian Nebout
Graham W. Taylor
MDE
3DH
20
47
0
20 Nov 2015
Multi-view 3D Models from Single Images with a Convolutional Network
Multi-view 3D Models from Single Images with a Convolutional Network
Maxim Tatarchenko
Alexey Dosovitskiy
Thomas Brox
3DV
36
382
0
20 Nov 2015
Learning to decompose for object detection and instance segmentation
Learning to decompose for object detection and instance segmentation
Eunbyung Park
Alexander C. Berg
30
23
0
19 Nov 2015
Structured Prediction Energy Networks
Structured Prediction Energy Networks
David Belanger
Andrew McCallum
GNN
18
219
0
19 Nov 2015
Neural network-based clustering using pairwise constraints
Neural network-based clustering using pairwise constraints
Yen-Chang Hsu
Z. Kira
32
83
0
19 Nov 2015
Variable Rate Image Compression with Recurrent Neural Networks
Variable Rate Image Compression with Recurrent Neural Networks
G. Toderici
Sean M. O'Malley
S. Hwang
Damien Vincent
David C. Minnen
S. Baluja
Michele Covell
Rahul Sukthankar
33
667
0
19 Nov 2015
Convolutional neural networks with low-rank regularization
Convolutional neural networks with low-rank regularization
Cheng Tai
Tong Xiao
Yi Zhang
Xiaogang Wang
E. Weinan
BDL
31
460
0
19 Nov 2015
Deep multi-scale video prediction beyond mean square error
Deep multi-scale video prediction beyond mean square error
Michaël Mathieu
Camille Couprie
Yann LeCun
GAN
77
1,878
0
17 Nov 2015
Visualizing and Understanding Deep Texture Representations
Visualizing and Understanding Deep Texture Representations
Tsung-Yu Lin
Subhransu Maji
OOD
27
142
0
16 Nov 2015
Semantic Object Parsing with Local-Global Long Short-Term Memory
Semantic Object Parsing with Local-Global Long Short-Term Memory
Xiaodan Liang
Xiaohui Shen
Donglai Xiang
Jiashi Feng
Liang Lin
Shuicheng Yan
22
185
0
14 Nov 2015
Deeply-Recursive Convolutional Network for Image Super-Resolution
Deeply-Recursive Convolutional Network for Image Super-Resolution
Jiwon Kim
Jung Kwon Lee
Kyoung Mu Lee
SupR
99
2,493
0
14 Nov 2015
Deep Reflectance Maps
Deep Reflectance Maps
Konstantinos Rematas
Tobias Ritschel
Mario Fritz
E. Gavves
Tinne Tuytelaars
33
103
0
13 Nov 2015
DISC: Deep Image Saliency Computing via Progressive Representation
  Learning
DISC: Deep Image Saliency Computing via Progressive Representation Learning
Tianshui Chen
Liang Lin
Lingbo Liu
Xiaonan Luo
Xuelong Li
19
158
0
13 Nov 2015
Hand-Object Interaction and Precise Localization in Transitive Action
  Recognition
Hand-Object Interaction and Precise Localization in Transitive Action Recognition
Amir Rosenfeld
S. Ullman
40
8
0
12 Nov 2015
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural
  Networks
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks
Chen Sun
Manohar Paluri
R. Collobert
Ram Nevatia
Lubomir D. Bourdev
22
61
0
12 Nov 2015
Attention to Scale: Scale-aware Semantic Image Segmentation
Attention to Scale: Scale-aware Semantic Image Segmentation
Liang-Chieh Chen
Yi Yang
Jiang Wang
Wei Xu
Alan Yuille
SSeg
54
1,316
0
10 Nov 2015
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs
  and a Discriminatively Trained Domain Transform
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform
Liang-Chieh Chen
Jonathan T. Barron
George Papandreou
Kevin Patrick Murphy
Alan Yuille
26
366
0
10 Nov 2015
The Fast Bilateral Solver
The Fast Bilateral Solver
Jonathan T. Barron
Ben Poole
186
371
0
10 Nov 2015
Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer
Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer
Jun Xie
Martin Kiefel
Ming-Ting Sun
Andreas Geiger
ISeg
36
169
0
10 Nov 2015
A Century of Portraits: A Visual Historical Record of American High
  School Yearbooks
A Century of Portraits: A Visual Historical Record of American High School Yearbooks
Shiry Ginosar
Kate Rakelly
Sarah Sachs
Brian Yin
Crystal Lee
Philipp Krahenbuhl
Alexei A. Efros
31
113
0
09 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image
  Segmentation
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan
Alex Kendall
R. Cipolla
SSeg
466
15,657
0
02 Nov 2015
Accurate Vision-based Vehicle Localization using Satellite Imagery
Accurate Vision-based Vehicle Localization using Satellite Imagery
Hang Chu
Hongyuan Mei
Joey Tianyi Zhou
Matthew R. Walter
28
12
0
30 Oct 2015
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking
Hyeonseob Nam
Bohyung Han
49
2,465
0
27 Oct 2015
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object
  Detection
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection
Xi Li
Liming Zhao
Lina Wei
Ming-Hsuan Yang
Fei Wu
Yueting Zhuang
Haibin Ling
Jingdong Wang
22
496
0
19 Oct 2015
RAID: A Relation-Augmented Image Descriptor
RAID: A Relation-Augmented Image Descriptor
Paul Guerrero
Niloy J. Mitra
Peter Wonka
23
6
0
05 Oct 2015
Cross-convolutional-layer Pooling for Image Recognition
Cross-convolutional-layer Pooling for Image Recognition
Lingqiao Liu
Chunhua Shen
Anton Van Den Hengel
38
81
0
04 Oct 2015
Human Action Recognition using Factorized Spatio-Temporal Convolutional
  Networks
Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks
Lin Sun
Kui Jia
Dit-Yan Yeung
Bertram E. Shi
27
532
0
02 Oct 2015
Transfer Learning from Deep Features for Remote Sensing and Poverty
  Mapping
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping
Sang Michael Xie
Neal Jean
Marshall Burke
David B. Lobell
Stefano Ermon
28
428
0
01 Oct 2015
Very Deep Multilingual Convolutional Neural Networks for LVCSR
Very Deep Multilingual Convolutional Neural Networks for LVCSR
Tom Sercu
Christian Puhrsch
Brian Kingsbury
Yann LeCun
14
224
0
29 Sep 2015
Deep Convolutional Features for Image Based Retrieval and Scene
  Categorization
Deep Convolutional Features for Image Based Retrieval and Scene Categorization
Arsalan Mousavian
Jana Kosecka
19
38
0
20 Sep 2015
Deep Multi-task Learning for Railway Track Inspection
Deep Multi-task Learning for Railway Track Inspection
Xavier Gibert
Vishal M. Patel
Rama Chellappa
17
339
0
17 Sep 2015
DenseBox: Unifying Landmark Localization with End to End Object
  Detection
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
STC: A Simple to Complex Framework for Weakly-supervised Semantic
  Segmentation
STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation
Yunchao Wei
Xiaodan Liang
Yunpeng Chen
Xiaohui Shen
Ming-Ming Cheng
Jiashi Feng
Yao-Min Zhao
Shuicheng Yan
45
552
0
10 Sep 2015
Proposal-free Network for Instance-level Object Segmentation
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
Semantic Image Segmentation via Deep Parsing Network
Semantic Image Segmentation via Deep Parsing Network
Ziwei Liu
Xiaoxiao Li
Ping Luo
Chen Change Loy
Xiaoou Tang
25
659
0
09 Sep 2015
Semantic Amodal Segmentation
Semantic Amodal Segmentation
Yan Zhu
Yuandong Tian
Dimitris N. Metaxas
Piotr Dollár
VLM
28
170
0
04 Sep 2015
DAG-Recurrent Neural Networks For Scene Labeling
DAG-Recurrent Neural Networks For Scene Labeling
Bing Shuai
Zhen Zuo
Bernie Wang
G. Wang
11
151
0
02 Sep 2015
Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images
Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images
Alexander Krull
Eric Brachmann
Frank Michel
M. Yang
Stefan Gumhold
Carsten Rother
SSL
27
199
0
19 Aug 2015
What is Holding Back Convnets for Detection?
What is Holding Back Convnets for Detection?
Bojan Pepik
Rodrigo Benenson
Tobias Ritschel
Bernt Schiele
ObjD
24
64
0
12 Aug 2015
Time-series modeling with undecimated fully convolutional neural
  networks
Time-series modeling with undecimated fully convolutional neural networks
Roni Mittelman
AI4TS
BDL
37
50
0
03 Aug 2015
Joint Calibration for Semantic Segmentation
Joint Calibration for Semantic Segmentation
Holger Caesar
J. Uijlings
V. Ferrari
41
37
0
06 Jul 2015
End-to-end Convolutional Network for Saliency Prediction
End-to-end Convolutional Network for Saliency Prediction
Junting Pan
Xavier Giró-i-Nieto
43
23
0
06 Jul 2015
Deep CNN Ensemble with Data Augmentation for Object Detection
Deep CNN Ensemble with Data Augmentation for Object Detection
Jian Guo
Stephen Gould
ObjD
31
61
0
24 Jun 2015
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation
Seunghoon Hong
Hyeonwoo Noh
Bohyung Han
SSeg
44
337
0
16 Jun 2015
Compressing Convolutional Neural Networks
Compressing Convolutional Neural Networks
Wenlin Chen
James T. Wilson
Stephen Tyree
Kilian Q. Weinberger
Yixin Chen
26
139
0
14 Jun 2015
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