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1502.03240
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Conditional Random Fields as Recurrent Neural Networks
11 February 2015
Shuai Zheng
Sadeep Jayasumana
Bernardino Romera-Paredes
Vibhav Vineet
Zhizhong Su
Dalong Du
Chang Huang
Juil Sock
SSeg
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Papers citing
"Conditional Random Fields as Recurrent Neural Networks"
38 / 938 papers shown
Reversible Recursive Instance-level Object Segmentation
Xiaodan Liang
Yunchao Wei
Xiaohui Shen
Zequn Jie
Jiashi Feng
Liang Lin
Shuicheng Yan
SSeg
ISeg
133
60
0
14 Nov 2015
Semantic Object Parsing with Local-Global Long Short-Term Memory
Xiaodan Liang
Xiaohui Shen
Donglai Xiang
Jiashi Feng
Liang Lin
Shuicheng Yan
200
188
0
14 Nov 2015
Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition
Zhiwei Deng
Arash Vahdat
Hexiang Hu
Greg Mori
BDL
GNN
203
249
0
13 Nov 2015
Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising
Raviteja Vemulapalli
Oncel Tuzel
Ming-Yuan Liu
143
71
0
12 Nov 2015
Attention to Scale: Scale-aware Semantic Image Segmentation
Liang-Chieh Chen
Yi Yang
Jiang Wang
Wei Xu
Alan Yuille
SSeg
289
1,371
0
10 Nov 2015
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
255
373
0
10 Nov 2015
The Fast Bilateral Solver
Jonathan T. Barron
Ben Poole
486
392
0
10 Nov 2015
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding
Alex Kendall
Vijay Badrinarayanan
R. Cipolla
UQCV
BDL
238
1,114
0
09 Nov 2015
Semantic Segmentation with Boundary Neural Fields
Gedas Bertasius
Jianbo Shi
Lorenzo Torresani
223
202
0
09 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan
Alex Kendall
R. Cipolla
SSeg
1.9K
17,277
0
02 Nov 2015
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection
Xi Li
Liming Zhao
Lina Wei
Ming-Hsuan Yang
Leilei Gan
Yueting Zhuang
Haibin Ling
Jingdong Wang
259
507
0
19 Oct 2015
RAID: A Relation-Augmented Image Descriptor
Paul Guerrero
Niloy J. Mitra
Peter Wonka
138
6
0
05 Oct 2015
Training Deep Networks with Structured Layers by Matrix Backpropagation
Catalin Ionescu
O. Vantzos
C. Sminchisescu
294
87
0
25 Sep 2015
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
243
577
0
10 Sep 2015
Proposal-free Network for Instance-level Object Segmentation
Xiaodan Liang
Yunchao Wei
Xiaohui Shen
Jianchao Yang
Liang Lin
Shuicheng Yan
SSeg
206
238
0
09 Sep 2015
Semantic Image Segmentation via Deep Parsing Network
Ziwei Liu
Xiaoxiao Li
Ping Luo
Chen Change Loy
Xiaoou Tang
255
669
0
09 Sep 2015
Semantic Video Segmentation : Exploring Inference Efficiency
Subarna Tripathi
Serge J. Belongie
Youngbae Hwang
Truong Thao Nguyen
VLM
VOS
135
26
0
04 Sep 2015
DAG-Recurrent Neural Networks For Scene Labeling
Computer Vision and Pattern Recognition (CVPR), 2015
Bing Shuai
Zhen Zuo
Bernie Wang
G. Wang
268
153
0
02 Sep 2015
Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation
IEEE International Conference on Computer Vision (ICCV), 2015
Sijin Li
Weichen Zhang
Antoni B. Chan
3DH
214
232
0
27 Aug 2015
Multilinear Map Layer: Prediction Regularization by Structural Constraint
Shuchang Zhou
Yuxin Wu
79
0
0
30 Jul 2015
Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation
British Machine Vision Conference (BMVC), 2015
D. L. Richmond
Dagmar Kainmüller
M. Yang
E. Myers
Carsten Rother
SSeg
264
14
0
27 Jul 2015
Deep filter banks for texture recognition, description, and segmentation
International Journal of Computer Vision (IJCV), 2015
Mircea Cimpoi
Subhransu Maji
Iasonas Kokkinos
Andrea Vedaldi
219
359
0
09 Jul 2015
Joint Calibration for Semantic Segmentation
British Machine Vision Conference (BMVC), 2015
Holger Caesar
J. Uijlings
V. Ferrari
382
37
0
06 Jul 2015
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2015
Seunghoon Hong
Hyeonwoo Noh
Bohyung Han
SSeg
278
344
0
16 Jun 2015
ParseNet: Looking Wider to See Better
Wei Liu
Andrew Rabinovich
Alexander C. Berg
SSeg
315
1,251
0
15 Jun 2015
Combinatorial Energy Learning for Image Segmentation
Neural Information Processing Systems (NeurIPS), 2015
Jeremy B. Maitin-Shepard
Viren Jain
Michał Januszewski
Peter H. Li
Pieter Abbeel
264
27
0
13 Jun 2015
Flowing ConvNets for Human Pose Estimation in Videos
IEEE International Conference on Computer Vision (ICCV), 2015
Tomas Pfister
James Charles
Andrew Zisserman
3DH
298
575
0
09 Jun 2015
Deeply Learning the Messages in Message Passing Inference
Neural Information Processing Systems (NeurIPS), 2015
Guosheng Lin
Chunhua Shen
Ian Reid
Anton Van Den Hengel
3DV
250
64
0
06 Jun 2015
Monocular Object Instance Segmentation and Depth Ordering with CNNs
Ziyu Zhang
Alex Schwing
Sanja Fidler
R. Urtasun
253
164
0
12 May 2015
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions
Mikhail Figurnov
Aizhan Ibraimova
Dmitry Vetrov
Pushmeet Kohli
228
140
0
30 Apr 2015
Efficient piecewise training of deep structured models for semantic segmentation
Computer Vision and Pattern Recognition (CVPR), 2015
Guosheng Lin
Chunhua Shen
Anton van dan Hengel
Ian Reid
VLM
SSeg
668
938
0
04 Apr 2015
Fully Connected Deep Structured Networks
Alex Schwing
R. Urtasun
SSeg
243
321
0
09 Mar 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation
Jifeng Dai
Kaiming He
Jian Sun
511
1,089
0
05 Mar 2015
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation
George Papandreou
Liang-Chieh Chen
Kevin Patrick Murphy
Alan Yuille
SSeg
425
953
0
09 Feb 2015
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation
Erik Cambria
Fanman Meng
Jianfei Cai
Shijian Lu
SSeg
3DV
175
235
0
03 Feb 2015
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
International Conference on Learning Representations (ICLR), 2014
Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Patrick Murphy
Alan Yuille
SSeg
726
5,156
0
22 Dec 2014
Feedforward semantic segmentation with zoom-out features
Computer Vision and Pattern Recognition (CVPR), 2014
Mohammadreza Mostajabi
Payman Yadollahpour
Gregory Shakhnarovich
MDE
SSeg
320
480
0
02 Dec 2014
Learning Deep Structured Models
International Conference on Machine Learning (ICML), 2014
Liang-Chieh Chen
Alex Schwing
Alan Yuille
R. Urtasun
BDL
366
251
0
09 Jul 2014
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