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1504.01013
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Efficient piecewise training of deep structured models for semantic segmentation
Computer Vision and Pattern Recognition (CVPR), 2015
4 April 2015
Guosheng Lin
Chunhua Shen
Anton van dan Hengel
Ian Reid
VLM
SSeg
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Papers citing
"Efficient piecewise training of deep structured models for semantic segmentation"
50 / 355 papers shown
FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural Networks
Ruochen Yin
Biao Yu
Huapeng Wu
Yuntao Song
Runxin Niu
3DPC
154
31
0
09 Mar 2020
Dense Dilated Convolutions Merging Network for Land Cover Classification
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Qinghui Liu
Michael C. Kampffmeyer
Robert Jenssen
Arnt-Børre Salberg
244
131
0
09 Mar 2020
DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE J-STARS), 2020
Jie Chen
Ziyang Yuan
Jian Peng
Li Chen
Haozhe Huang
Jiawei Zhu
Yu Liu
Haifeng Li
269
560
0
07 Mar 2020
Attention-guided Chained Context Aggregation for Semantic Segmentation
Image and Vision Computing (IVC), 2020
Quan Tang
Fagui Liu
Tong Zhang
Jun Jiang
Yu Zhang
190
29
0
27 Feb 2020
Teaching the Old Dog New Tricks: Supervised Learning with Constraints
F. Detassis
M. Lombardi
M. Milano
164
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0
25 Feb 2020
Injecting Domain Knowledge in Neural Networks: a Controlled Experiment on a Constrained Problem
Mattia Silvestri
M. Lombardi
M. Milano
AI4CE
240
22
0
25 Feb 2020
High-Order Paired-ASPP Networks for Semantic Segmenation
Yu Zhang
Changrui Chen
Junyu Dong
Xin Sun
Yue Shen
197
2
0
18 Feb 2020
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation
Journal of Mathematical Imaging and Vision (JMIV), 2020
Jun Liu
Xiang Wang
X. Tai
132
49
0
10 Feb 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning
European Conference on Computer Vision (ECCV), 2020
Simon Vandenhende
Stamatios Georgoulis
Luc Van Gool
467
264
0
19 Jan 2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction
IEEE Transactions on Medical Imaging (TMI), 2020
Xi Fang
Pingkun Yan
SSeg
224
203
0
01 Jan 2020
TBC-Net: A real-time detector for infrared small target detection using semantic constraint
Mingxin Zhao
Li Cheng
Xu Yang
P. Feng
Liyuan Liu
N. Wu
152
64
0
27 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images
Applied Artificial Intelligence (AAI), 2019
Irem Ülkü
Erdem Akagündüz
SSeg
513
211
0
21 Dec 2019
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey
Knowledge-Based Systems (KBS), 2019
G. Algan
ilkay Ulusoy
NoLa
VLM
317
362
0
11 Dec 2019
End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition
Shaofei Wang
Vishnu Suresh Lokhande
M. Singh
Konrad Paul Kording
Julian Yarkony
210
2
0
06 Dec 2019
Learning Rate Dropout
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Huangxing Lin
Weihong Zeng
Xinghao Ding
Yue Huang
Yihong Zhuang
John Paisley
ODL
230
12
0
30 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Xukai Xie
Yuan Zhou
S. Kung
154
39
0
24 Nov 2019
Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition
AAAI Conference on Artificial Intelligence (AAAI), 2019
Mohammed Haroon Dupty
Zhen Zhang
Wee Sun Lee
ViT
153
9
0
22 Nov 2019
Differentiating Features for Scene Segmentation Based on Dedicated Attention Mechanisms
Z. Xiong
Zhicheng Wang
Zhaohui Yu
Xi Gu
103
2
0
19 Nov 2019
Location-aware Upsampling for Semantic Segmentation
Xiangyu He
Zitao Mo
Qiang Chen
Anda Cheng
Peisong Wang
Jian Cheng
230
2
0
13 Nov 2019
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation Maps
Umaseh Sivanesan
Luis H. Braga
R. Sonnadara
Kiret Dhindsa
GAN
MedIm
168
15
0
12 Nov 2019
Sequential image processing methods for improving semantic video segmentation algorithms
B. Sirmaçek
N. Botteghi
Santiago Sanchez Escalonilla Plaza
104
0
0
29 Oct 2019
Multi-source Domain Adaptation for Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2019
Sicheng Zhao
Yue Liu
Xiangyu Yue
Yang Gu
Pengfei Xu
Runbo Hu
Hua Chai
Kurt Keutzer
180
172
0
27 Oct 2019
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
BMC Medical Imaging (BMC Med Imaging), 2019
Dominik Muller
Frank Kramer
127
134
0
21 Oct 2019
SegSort: Segmentation by Discriminative Sorting of Segments
IEEE International Conference on Computer Vision (ICCV), 2019
Jyh-Jing Hwang
Stella X. Yu
Jianbo Shi
Maxwell D. Collins
Tien-Ju Yang
Xiao Zhang
Liang-Chieh Chen
420
157
0
15 Oct 2019
Deep Multiphase Level Set for Scene Parsing
IEEE Transactions on Image Processing (TIP), 2019
Silong Yong
Wei Liu
Yinjie Lei
Hongyu Wang
Huchuan Lu
185
17
0
08 Oct 2019
Learnable Tree Filter for Structure-preserving Feature Transform
Neural Information Processing Systems (NeurIPS), 2019
Lin Song
Yanwei Li
Zeming Li
Gang Yu
Hongbin Sun
Jian Sun
Nanning Zheng
161
52
0
27 Sep 2019
Learning Propagation for Arbitrarily-structured Data
IEEE International Conference on Computer Vision (ICCV), 2019
Sifei Liu
Xueting Li
Varun Jampani
Shalini De Mello
Jan Kautz
GNN
150
0
0
25 Sep 2019
Structured Binary Neural Networks for Image Recognition
International Journal of Computer Vision (IJCV), 2019
Bohan Zhuang
Chunhua Shen
Zhuliang Yu
Peng Chen
Lingqiao Liu
Ian Reid
MQ
317
20
0
22 Sep 2019
Dual Graph Convolutional Network for Semantic Segmentation
British Machine Vision Conference (BMVC), 2019
Li Zhang
Xiangtai Li
Anurag Arnab
Kuiyuan Yang
Yunhai Tong
Juil Sock
GNN
265
190
0
13 Sep 2019
Squeeze-and-Attention Networks for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2019
Zilong Zhong
Z. Q. Lin
Rene Bidart
Xiaodan Hu
Ibrahim Ben Daya
Zhifeng Li
Wei-Shi Zheng
Jonathan Li
A. Wong
SSeg
235
262
0
08 Sep 2019
Semantic Correlation Promoted Shape-Variant Context for Segmentation
Computer Vision and Pattern Recognition (CVPR), 2019
Henghui Ding
Xudong Jiang
Bing Shuai
A. Liu
Gang Wang
ISeg
246
177
0
05 Sep 2019
Distance transform regression for spatially-aware deep semantic segmentation
Computer Vision and Image Understanding (CVIU), 2019
Nicolas Audebert
Alexandre Boulch
Bertrand Le Saux
Sébastien Lefèvre
112
39
0
04 Sep 2019
Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images
Joint Urban Remote Sensing Event (JURSE), 2019
Qinghui Liu
Michael C. Kampffmeyer
Robert Jenssen
Arnt-Børre Salberg
190
15
0
30 Aug 2019
Asymmetric Non-local Neural Networks for Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2019
Zhen Zhu
Mengde Xu
S. Bai
Tengteng Huang
X. Bai
835
672
0
21 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Jingdong Wang
Ke Sun
Tianheng Cheng
Borui Jiang
Chaorui Deng
...
Yadong Mu
Zhuliang Yu
Xinggang Wang
Wenyu Liu
Bin Xiao
738
4,304
0
20 Aug 2019
Parametric Majorization for Data-Driven Energy Minimization Methods
IEEE International Conference on Computer Vision (ICCV), 2019
Jonas Geiping
Michael Moeller
214
5
0
17 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation
IEEE International Conference on Computer Vision (ICCV), 2019
Jogendra Nath Kundu
Nishank Lakkakula
R. Venkatesh Babu
246
62
0
11 Aug 2019
Grid Saliency for Context Explanations of Semantic Segmentation
Neural Information Processing Systems (NeurIPS), 2019
Lukas Hoyer
Mauricio Muñoz
P. Katiyar
Anna Khoreva
Volker Fischer
FAtt
317
57
0
30 Jul 2019
Adaptive Context Encoding Module for Semantic Segmentation
International Conference on Image Processing, Applications and Systems (ICIPAS), 2019
Congcong Wang
F. A. Cheikh
Azeddine Beghdadi
O. Elle
SSeg
84
3
0
13 Jul 2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2019
Towaki Takikawa
David Acuna
Varun Jampani
Sanja Fidler
242
668
0
12 Jul 2019
Dynamic Face Video Segmentation via Reinforcement Learning
Computer Vision and Pattern Recognition (CVPR), 2019
Yujiang Wang
Mingzhi Dong
Jie Shen
Yang Wu
Shiyang Cheng
Maja Pantic
CVBM
230
23
0
02 Jul 2019
Learning to Reconstruct and Understand Indoor Scenes from Sparse Views
IEEE Transactions on Image Processing (TIP), 2019
Jingyu Yang
Ji Xu
Kun Li
Yu-kun Lai
Huanjing Yue
Jianzhi Lu
Hao Wu
Yebin Liu
3DV
90
7
0
19 Jun 2019
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2019
Ying Tai
Zhen Cui
Chunyan Xu
Yan Yan
Andrii Zadaianchuk
Zhiqiang Wang
MDE
145
309
0
08 Jun 2019
Learning Fully Dense Neural Networks for Image Semantic Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2019
Mingmin Zhen
Jinglu Wang
Lei Zhou
Tian Fang
Long Quan
SSeg
123
41
0
22 May 2019
Efficient Ladder-style DenseNets for Semantic Segmentation of Large Images
Ivan Kreso
Josip Krapac
Sinisa Segvic
SSeg
153
57
0
14 May 2019
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss
Pattern Recognition (Pattern Recognit.), 2019
Yifu Chen
Arnaud Dapogny
Matthieu Cord
SSeg
154
28
0
06 May 2019
Structured Prediction using cGANs with Fusion Discriminator
Faisal Mahmood
Wenhao Xu
Nicholas J. Durr
Jeremiah W. Johnson
Alan Yuille
169
5
0
30 Apr 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
218
239
0
26 Apr 2019
AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks
Xianzhi Du
Mostafa El-Khamy
Jungwon Lee
3DPC
175
49
0
19 Apr 2019
Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology
Hiroki Tokunaga
Y. Teramoto
Akihiko Yoshizawa
Ryoma Bise
263
132
0
12 Apr 2019
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