DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

2 June 2016

Papers citing "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs"

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Title
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach Amir Atapour-Abarghouei T. Breckon MDE 33 34 0 26 Mar 2019
Combination of Multiple Global Descriptors for Image Retrieval HeeJae Jun ByungSoo Ko Youngjoon Kim Insik Kim Jongtack Kim 23 59 0 26 Mar 2019
Overcoming Small Minirhizotron Datasets Using Transfer Learning Weihuang Xu Guohao Yu A. Zare B. Zurweller D. Rowland J. Reyes‐Cabrera F. Fritschi R. Matamala T. Juenger 27 37 0 22 Mar 2019
Efficient Smoothing of Dilated Convolutions for Image Segmentation T. Ziegler Manuel Fritsche Lorenz Kuhn Konstantin Donhauser MedIm SSeg 26 13 0 19 Mar 2019
Class-incremental Learning via Deep Model Consolidation Junting Zhang Jie Zhang Shalini Ghosh Dawei Li Serafettin Tasci Larry Heck Heming Zhang C.-C. Jay Kuo CLL 27 334 0 19 Mar 2019
Fast Interactive Object Annotation with Curve-GCN Huan Ling Jun Gao Amlan Kar Wenzheng Chen Sanja Fidler 37 251 0 16 Mar 2019
Visual Semantic Information Pursuit: A Survey Daqi Liu M. Bober J. Kittler 15 31 0 13 Mar 2019
An End-to-End Network for Panoptic Segmentation Huanyu Liu Chao Peng Changqian Yu Jingbo Wang Xuantong Liu Gang Yu Wei Jiang ISeg 27 148 0 12 Mar 2019
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 27 575 0 11 Mar 2019
Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search Xuzhao Li Yiming Zhou Zheng Pan Jiashi Feng 3DV 27 158 0 09 Mar 2019
Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data Christina Schwarz-Gsaxner P. Roth J. Wallner Jan Egger OOD SSeg 19 18 0 07 Mar 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Zaiwang Gu Jun Cheng Huazhu Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang-Dong Liu SSeg 33 1,614 0 07 Mar 2019
Clear Skies Ahead: Towards Real-Time Automatic Sky Replacement in Video Tavi Halperin Harel Cain Ofir Bibi M. Werman 18 7 0 06 Mar 2019
Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries Jawadul H. Bappy Cody Simons L. Nataraj B. S. Manjunath A. Roy-Chowdhury 24 342 0 06 Mar 2019
Accelerating Training of Deep Neural Networks with a Standardization Loss Jasmine Collins Johannes Ballé Jonathon Shlens 21 3 0 03 Mar 2019
Deep Neural Network and Data Augmentation Methodology for off-axis iris segmentation in wearable headsets Viktor Varkarakis S. Bazrafkan Peter Corcoran CVBM 19 42 0 01 Mar 2019
Pyramid Feature Attention Network for Saliency detection Ting Zhao Xiangqian Wu 14 607 0 01 Mar 2019
Bi-Directional Cascade Network for Perceptual Edge Detection Jianzhong He Shiliang Zhang Ming Yang Yanhu Shan Tiejun Huang 35 266 0 28 Feb 2019
Harmonic Unpaired Image-to-image Translation Rui Zhang Tomas Pfister Jia Li GAN 16 48 0 26 Feb 2019
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation P. Voigtlaender Yuning Chai Florian Schroff Hartwig Adam Bastian Leibe Liang-Chieh Chen VOS 19 415 0 25 Feb 2019
Deep Learning in Cardiology Paschalis A. Bizopoulos D. Koutsouris MedIm 27 135 0 22 Feb 2019
Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework Lei Li Fuping Wu Guang Yang Lingchao Xu T. Wong R. Mohiaddin D. Firmin J. Keegan Xiahai Zhuang MedIm 14 69 0 21 Feb 2019
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges Di Feng Christian Haase-Schuetz Lars Rosenbaum Heinz Hertlein Claudius Gläser Fabian Duffhauss W. Wiesbeck Klaus C. J. Dietmayer 3DPC 41 987 0 21 Feb 2019
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks Domen Tabernik Matej Kristan A. Leonardis 16 22 0 20 Feb 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 41 189 0 13 Feb 2019
Self-Supervised Surgical Tool Segmentation using Kinematic Information C. Rocha N. Padoy Benoit Rosa 22 42 0 13 Feb 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 29 15 0 12 Feb 2019
Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods Manu Goyal Amanda Oakley Priyanka Bansal Darren Dancey Moi Hoon Yap 11 8 0 02 Feb 2019
US-net for robust and efficient nuclei instance segmentation Zhaoyang Xu Faranak Sobhani C. F. Moro Qianni Zhang 20 10 0 31 Jan 2019
On Intra-Class Variance for Deep Learning of Classifiers Rafal Pilarczyk W. Skarbek 16 11 0 31 Jan 2019
Pixelated Semantic Colorization Jiaojiao Zhao J. Han Ling Shao Cees G. M. Snoek 27 76 0 27 Jan 2019
Monocular Depth Estimation: A Survey Amlaan Bhoi MDE 27 119 0 27 Jan 2019
Scene Text Synthesis for Efficient and Effective Deep Network Training Changgong Zhang Fangneng Zhan Erik Cambria Shijian Lu 20 27 0 26 Jan 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 57 859 0 23 Jan 2019
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Jiaqi Wang Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 23 1,287 0 22 Jan 2019
Design of Real-time Semantic Segmentation Decoder for Automated Driving Arindam Das S. Kandan S. Yogamani P. Krízek 28 12 0 19 Jan 2019
Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation Wei Sun Tianfu Wu 21 13 0 18 Jan 2019
EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search Jiemin Fang Yukang Chen Xinbang Zhang Qian Zhang Chang Huang Gaofeng Meng Wenyu Liu Xinggang Wang 31 24 0 17 Jan 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 38 319 0 16 Jan 2019
Learning Autonomous Exploration and Mapping with Semantic Vision Xiangyang Zhi Xuming He Sören Schwertfeger 27 9 0 15 Jan 2019
Morphological Networks for Image De-raining Ranjan Mondal Pulak Purkait Sanchayan Santra Bhabatosh Chanda 9 22 0 08 Jan 2019
Human Pose Estimation with Spatial Contextual Information Hong Zhang Hao Ouyang Shu Liu Xiaojuan Qi Xiaoyong Shen Ruigang Yang Jiaya Jia 3DH 33 83 0 07 Jan 2019
Image Super-Resolution as a Defense Against Adversarial Attacks Aamir Mustafa Salman H. Khan Munawar Hayat Jianbing Shen Ling Shao AAML SupR 24 167 0 07 Jan 2019
Fully-automatic segmentation of kidneys in clinical ultrasound images using a boundary distance regression network Shi Yin Zhengqiang Zhang Hongming Li Qinmu Peng Xinge You S. Furth Gregory E. Tasian Yong-Xian Fan 14 24 0 05 Jan 2019
From Pixels to Buildings: End-to-end Probabilistic Deep Networks for Large-scale Semantic Mapping Kaiyu Zheng Andrzej Pronobis 3DPC 14 18 0 31 Dec 2018
Salient Object Detection via High-to-Low Hierarchical Context Aggregation Yun-Hai Liu Yu Qiu Le Zhang Jiawang Bian Guangyu Nie Ming-Ming Cheng 26 5 0 28 Dec 2018
A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation Kai Wang Yimin Lin Luowei Wang Liming Han Minjie Hua Xiang Wang Kai Wang Bill Huang SSeg 19 28 0 25 Dec 2018
A Multiscale Image Denoising Algorithm Based On Dilated Residual Convolution Network Chang Liu Zhaowei Shang Anyong Qin 25 16 0 21 Dec 2018
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis Brendon Lutnick Brandon G. Ginley D. Govind S. McGarry P. LaViolette Rabi Yacoub S. Jain J. Tomaszewski Kuang-Yu Jen P. Sarder 11 120 0 18 Dec 2018
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation Rakshith Shetty Bernt Schiele Mario Fritz 29 83 0 17 Dec 2018