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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
Understanding Deep Learning Techniques for Image Segmentation Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 72 379 0 13 Jul 2019
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation Towaki Takikawa David Acuna Varun Jampani Sanja Fidler 101 614 0 12 Jul 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 273 3,972 0 12 Jul 2019
Fully Convolutional Networks for Handwriting Recognition F. Such D. Peri Frank Brockler Paul Hutkowski R. Ptucha 71 26 0 10 Jul 2019
Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster Qingbin Shao Lijun Gong Kai Ma Hualuo Liu Yefeng Zheng MedIm 79 36 0 09 Jul 2019
ASCNet: Adaptive-Scale Convolutional Neural Networks for Multi-Scale Feature Learning Mo Zhang Jie Zhao Xiang Li Li Zhang Quanzheng Li SSeg MedIm 56 8 0 07 Jul 2019
FPCNet: Fast Pavement Crack Detection Network Based on Encoder-Decoder Architecture Wenjun Liu Yuchun Huang Ying Li Qi Chen 38 46 0 04 Jul 2019
Slim-CNN: A Light-Weight CNN for Face Attribute Prediction A. Sharma H. Foroosh CVBM 3DH 51 45 0 03 Jul 2019
Region-Manipulated Fusion Networks for Pancreatitis Recognition Jian Wang Xiaoyao Li Xiangbo Shu Wei-qiang Li MedIm 54 2 0 03 Jul 2019
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound Yi Wang Haoran Dou Xiaowei Hu Lei Zhu Xin Yang Ming Xu J. Qin Pheng-Ann Heng Tianfu Wang Dong Ni MedIm 33 140 0 03 Jul 2019
Where are the Masks: Instance Segmentation with Image-level Supervision I. Laradji David Vazquez Mark Schmidt 109 59 0 02 Jul 2019
The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Robin Shing Moon Chan Matthias Rottmann Radin Dardashti Fabian Hüger Peter Schlicht Hanno Gottschalk 33 11 0 02 Jul 2019
An Integrated Image Filter for Enhancing Change Detection Results Dawei Li Siyuan Yan Xin Cai Yan Cao Sifan Wang 41 3 0 02 Jul 2019
Dynamic Face Video Segmentation via Reinforcement Learning Yujiang Wang Mingzhi Dong Jie Shen Yang Wu Shiyang Cheng Maja Pantic CVBM 77 22 0 02 Jul 2019
Approximate Inference in Structured Instances with Noisy Categorical Observations Alireza Heidari Ihab F. Ilyas Theodoros Rekatsinas 51 8 0 29 Jun 2019
A Regularized Convolutional Neural Network for Semantic Image Segmentation Fan Jia Jun Liu X. Tai SSeg 32 35 0 28 Jun 2019
CaDIS: Cataract Dataset for Image Segmentation Félix Fuentes-Hurtado Evangello Flouty A. Kadkhodamohammadi G. Quellec H. Taleb S. Barbarisi Imanol Luengo Danail Stoyanov 86 38 0 27 Jun 2019
Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Networks Hongruixuan Chen Chen Wu Bo Du Liangpei Zhang 58 54 0 27 Jun 2019
Region Refinement Network for Salient Object Detection Zhuotao Tian Hengshuang Zhao Michelle Shu Jiaze Wang Ruiyu Li Xiaoyong Shen Jiaya Jia ObjD 42 0 0 27 Jun 2019
Hard Pixel Mining for Depth Privileged Semantic Segmentation Zhangxuan Gu Li Niu H. Zhao Liqing Zhang 89 33 0 27 Jun 2019
ELKPPNet: An Edge-aware Neural Network with Large Kernel Pyramid Pooling for Learning Discriminative Features in Semantic Segmentation Xianwei Zheng Linxi Huan Hanjiang Xiong J. Gong SSeg 28 6 0 27 Jun 2019
Accelerating Large-Kernel Convolution Using Summed-Area Tables Linguang Zhang Maciej Halber Szymon Rusinkiewicz 66 9 0 26 Jun 2019
A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet Shakiba Moradi Mostafa Ghelich-Oghli A. Alizadehasl Isaac Shiri Niki Oveisi M. Oveisi M. Maleki Jan D'hooge 16 1 0 25 Jun 2019
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation Yu Wang Quan Zhou Xiaofu Wu SSeg 64 60 0 24 Jun 2019
Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants Yalong Liu Jie Li Ying Wang Miaomiao Wang Fan Wu Zhicheng Jiao Jian Yang Xingbo Gao MedIm 41 10 0 24 Jun 2019
Densely Connected Search Space for More Flexible Neural Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Yuan Li Wenyu Liu Xinggang Wang 120 125 0 23 Jun 2019
Learning to segment microscopy images with lazy labels Rihuan Ke Aurélie Bugeau Nicolas Papadakis Peter Schütz Carola-Bibiane Schönlieb 53 10 0 20 Jun 2019
Light Field Saliency Detection with Deep Convolutional Networks Jun Zhang Yamei Liu Shengping Zhang R. Poppe Meng Wang 64 85 0 19 Jun 2019
SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing Haonan Qiu Chaowei Xiao Lei Yang Xinchen Yan Honglak Lee Yue Liu AAML 69 172 0 19 Jun 2019
Semi-Supervised Semantic Mapping through Label Propagation with Semantic Texture Meshes R. Rosu Jan Quenzel Sven Behnke 86 19 0 17 Jun 2019
DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR Scans Ayush Dewan Wolfram Burgard 3DV 3DPC 77 28 0 17 Jun 2019
Panoptic Image Annotation with a Collaborative Assistant J. Uijlings Mykhaylo Andriluka V. Ferrari VLM 63 10 0 17 Jun 2019
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things Cheng-Yang Fu Tamara L. Berg Alexander C. Berg ISeg VLM 123 18 0 15 Jun 2019
Low-light Image Enhancement Algorithm Based on Retinex and Generative Adversarial Network Yang-Bo Shi Xiaopo Wu Ming Zhu GAN 52 26 0 14 Jun 2019
Stand-Alone Self-Attention in Vision Models Prajit Ramachandran Niki Parmar Ashish Vaswani Irwan Bello Anselm Levskaya Jonathon Shlens VLM SLR ViT 173 1,217 0 13 Jun 2019
Learning Instance Occlusion for Panoptic Segmentation Justin Lazarow Kwonjoon Lee Kunyu Shi Zhuowen Tu ISeg 95 72 0 13 Jun 2019
CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker 20 1 0 13 Jun 2019
Topology-Preserving Deep Image Segmentation Xiaoling Hu Fuxin Li Dimitris Samaras Chao Chen 54 279 0 12 Jun 2019
Boosting Few-Shot Visual Learning with Self-Supervision Spyros Gidaris Andrei Bursuc N. Komodakis P. Pérez Matthieu Cord SSL 103 405 0 12 Jun 2019
A Survey of Autonomous Driving: Common Practices and Emerging Technologies Ekim Yurtsever Jacob Lambert Alexander Carballo K. Takeda 98 1,405 0 12 Jun 2019
Gated CRF Loss for Weakly Supervised Semantic Image Segmentation Anton Obukhov Stamatios Georgoulis Dengxin Dai Luc Van Gool 80 78 0 11 Jun 2019
Relationship-Embedded Representation Learning for Grounding Referring Expressions Sibei Yang Guanbin Li Yizhou Yu ObjD 93 55 0 11 Jun 2019
PAN: Projective Adversarial Network for Medical Image Segmentation Naji Khosravan Aliasghar Mortazi Michael B. Wallace Ulas Bagci SSeg GAN MedIm 51 31 0 11 Jun 2019
FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network Jing Zhang Dacheng Tao 72 131 0 11 Jun 2019
BowNet: Dilated Convolution Neural Network for Ultrasound Tongue Contour Extraction Mohammad Mozaffari Won-Sook Lee 38 8 0 10 Jun 2019
Global Context for Convolutional Pose Machines D. Osokin 69 4 0 10 Jun 2019
DiCENet: Dimension-wise Convolutions for Efficient Networks Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari 101 43 0 08 Jun 2019
Visual Person Understanding through Multi-Task and Multi-Dataset Learning Kilian Pfeiffer Alexander Hermans István Sárándi Mark Weber Bastian Leibe 3DH 59 5 0 07 Jun 2019
Multi-scale self-guided attention for medical image segmentation Ashish Sinha Jose Dolz SSeg 80 421 0 07 Jun 2019
How to make a pizza: Learning a compositional layer-based GAN model Dim P. Papadopoulos Y. Tamaazousti Ferda Ofli Ingmar Weber Antonio Torralba CoGe GAN 56 41 0 06 Jun 2019