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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
Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge Gianmarco Santini Noémie Moreau M. Rubeaux 21 31 0 02 Sep 2019
This is not what I imagined: Error Detection for Semantic Segmentation through Visual Dissimilarity David Haldimann Hermann Blum Roland Siegwart Cesar Cadena UQCV 61 20 0 02 Sep 2019
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Jaehoon Choi Taekyung Kim Changick Kim 79 244 0 02 Sep 2019
UPI-Net: Semantic Contour Detection in Placental Ultrasound Huan Qi S. Collins J. A. Noble 28 7 0 31 Aug 2019
Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding Xudong Jiang A. Liu N. Magnenat-Thalmann G. Wang 308 260 0 31 Aug 2019
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions Reza Azad Maryam Asadi-Aghbolaghi M. Fathy Sergio Escalera SSeg MedIm 93 347 0 31 Aug 2019
Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark Ke Li G. Wan Gong Cheng L. Meng Junwei Han 88 1,483 0 31 Aug 2019
Learning Rich Representations For Structured Visual Prediction Tasks Mohammadreza Mostajabi MDE 43 0 0 30 Aug 2019
Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 115 14 0 30 Aug 2019
Small Obstacle Avoidance Based on RGB-D Semantic Segmentation Minjie Hua Yibing Nan Kai Wang SSeg 156 25 0 30 Aug 2019
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net P. Biasutti Vincent Lepetit Jean-François Aujol Mathieu Brédif Aurélie Bugeau 3DV SSeg 3DPC 81 39 0 30 Aug 2019
DV3+HED+: A DCNNs-based Framework to Monitor Temporary Works and ESAs in Railway Construction Project Using VHR Satellite Images Rui-feng Guo Ronghua Liu Nawen Li Wei Liu 24 1 0 29 Aug 2019
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation Gang Xu Zhigang Song Zhuo Sun Calvin Ku Zhe Yang Cancheng Liu Shuhao Wang Jianpeng Ma Wenyuan Xu MedIm 106 145 0 28 Aug 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 172 770 0 27 Aug 2019
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Bowen Cheng Bin Xiao Jingdong Wang Humphrey Shi Thomas S. Huang Lei Zhang 3DH 114 678 0 27 Aug 2019
Global-Local Temporal Representations For Video Person Re-Identification Jianing Li Jingdong Wang Qi Tian Tiejun Huang Shiliang Zhang ViT 68 48 0 27 Aug 2019
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 359 799 0 26 Aug 2019
SPGNet: Semantic Prediction Guidance for Scene Parsing Bowen Cheng Liang-Chieh Chen Yunchao Wei Yukun Zhu Zilong Huang Jinjun Xiong Thomas Huang Wen-mei W. Hwu Humphrey Shi 221 108 0 26 Aug 2019
Customizable Architecture Search for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Jingen Liu Ting Yao Dong Liu Tao Mei 68 142 0 26 Aug 2019
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Qing Lian Fengmao Lv Lixin Duan Boqing Gong SSeg 86 226 0 26 Aug 2019
See More Than Once -- Kernel-Sharing Atrous Convolution for Semantic Segmentation Ye Huang Qingqing Wang W. Jia Xiangjian He 68 45 0 26 Aug 2019
Towards Unconstrained End-to-End Text Spotting Siyang Qin Alessandro Bissacco Michalis Raptis Yasuhisa Fujii Y. Xiao 79 130 0 24 Aug 2019
Don't ignore Dropout in Fully Convolutional Networks T. Spilsbury Paavo Camps SSeg 34 2 0 24 Aug 2019
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Yuxing Xie Jiaojiao Tian Xiaoxiang Zhu 3DPC 84 206 0 23 Aug 2019
Crowd Counting with Deep Structured Scale Integration Network Lingbo Liu Zhilin Qiu Guanbin Li Shufan Liu Wanli Ouyang Liang Lin 65 236 0 23 Aug 2019
Asymmetric Non-local Neural Networks for Semantic Segmentation Zhen Zhu Mengde Xu S. Bai Tengteng Huang X. Bai 263 614 0 21 Aug 2019
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Dongdong Hou MedIm 71 48 0 21 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 408 3,655 0 20 Aug 2019
Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation Chengchao Shen Mengqi Xue Xinchao Wang Mingli Song Li Sun Xiuming Zhang MoMe 74 59 0 20 Aug 2019
Dynamic Graph Message Passing Networks Li Zhang Dan Xu Anurag Arnab Philip Torr GNN 102 138 0 19 Aug 2019
Adaptative Inference Cost With Convolutional Neural Mixture Models Adria Ruiz Jakob Verbeek VLM 65 22 0 19 Aug 2019
In defense of OSVOS Yu Liu Yutong Dai Anh-Dzung Doan Lingqiao Liu Ian Reid VOS 36 2 0 19 Aug 2019
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment Kaixin Wang Jun Hao Liew Yingtian Zou Daquan Zhou Jiashi Feng VLM 86 1,077 0 18 Aug 2019
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization Maans Larsson Erik Stenborg Carl Toft Lars Hammarstrand Torsten Sattler Fredrik Kahl SSeg 110 69 0 18 Aug 2019
Parametric Majorization for Data-Driven Energy Minimization Methods Jonas Geiping Michael Moeller 134 4 0 17 Aug 2019
Occlusion-shared and Feature-separated Network for Occlusion Relationship Reasoning Rui Lu Feng Xue Menghan Zhou Anlong Ming Yu Zhou 63 29 0 16 Aug 2019
See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion Lei Sun Kaiwei Wang Kailun Yang Kaite Xiang GAN 73 92 0 16 Aug 2019
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection Kyle Min Jason J. Corso 74 153 0 15 Aug 2019
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency Sudhanshu Mittal Maxim Tatarchenko Thomas Brox SSL 91 379 0 15 Aug 2019
FastPose: Towards Real-time Pose Estimation and Tracking via Scale-normalized Multi-task Networks Jiabin Zhang Zheng Zhu Wei Zou Peng Li Yanwei Li Hu Su Guan Huang VOT 82 31 0 15 Aug 2019
SFSegNet: Parse Freehand Sketches using Deep Fully Convolutional Networks Junkun Jiang Ruomei Wang Shujin Lin Fei Wang SSeg 49 6 0 15 Aug 2019
DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation Seungju Cho Tae Joon Jun Byungsoo Oh Daeyoung Kim 102 31 0 14 Aug 2019
Benchmarking the Robustness of Semantic Segmentation Models Christoph Kamann Carsten Rother VLM UQCV 84 164 0 14 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding Jiageng Mao Xiaogang Wang Hongsheng Li 3DPC 69 218 0 13 Aug 2019
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation E. Panfilov A. Tiulpin S. Klein M. Nieminen S. Saarakkala OOD 112 80 0 12 Aug 2019
Index Network Hao Lu Yutong Dai Chunhua Shen Songcen Xu SSeg 28 0 0 11 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yi Ding Zhangyang Wang GAN 99 263 0 11 Aug 2019
Automatic acute ischemic stroke lesion segmentation using semi-supervised learning Bin Zhao Shuxue Ding Hong Wu Guohua Liu Chen Cao Song Jin Zhiyang Liu 62 10 0 10 Aug 2019
Deep Learning based Wearable Assistive System for Visually Impaired People Yimin Lin Kai Wang Wanxin Yi Kai Wang 132 57 0 09 Aug 2019
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics D. Lunga Jonathan Gerrand Lexie Yang Chris Layton R. Stewart 61 34 0 08 Aug 2019