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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
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images Zhuangzhuang Zhang T. Zhao Hiram Gay B. Sun Weixiong Zhang MedIm 55 10 0 21 Sep 2020
Synthetic Convolutional Features for Improved Semantic Segmentation Yang He Bernt Schiele Mario Fritz SSeg 66 2 0 18 Sep 2020
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu BDL 44 3 0 17 Sep 2020
LDNet: End-to-End Lane Marking Detection Approach Using a Dynamic Vision Sensor Farzeen Munir Shoaib Azam M. Jeon Byung-geun Lee Witold Pedrycz 101 23 0 17 Sep 2020
Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss S. Palazzo D. Guastella L. Cantelli Paolo Spadaro Francesco Rundo Giovanni Muscato D. Giordano C. Spampinato 66 29 0 16 Sep 2020
Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural Networks Dr. Saddam Hussain Khan A. Sohail Asifullah Khan Yeon Soo Lee 89 26 0 16 Sep 2020
Multi-scale Attention U-Net (MsAUNet): A Modified U-Net Architecture for Scene Segmentation Soham Chattopadhyay Hritam Basak SSeg 53 14 0 15 Sep 2020
Adaptive Convolution Kernel for Artificial Neural Networks F. B. Tek Ilker Çam D. Karli 26 14 0 14 Sep 2020
GINet: Graph Interaction Network for Scene Parsing Tianyi Wu Yu Lu Yu Zhu Chuang Zhang Ming Wu Zhanyu Ma G. Guo GNN 64 37 0 14 Sep 2020
Short-Term and Long-Term Context Aggregation Network for Video Inpainting Ang Li Shanshan Zhao Xingjun Ma Biwei Huang Jianzhong Qi Rui Zhang Dacheng Tao R. Kotagiri 82 45 0 12 Sep 2020
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Lipei Zhang Aozhi Liu Jing Xiao P. Taylor 80 23 0 11 Sep 2020
MRZ code extraction from visa and passport documents using convolutional neural networks Yichuan Liu Hailey James O. Gupta D. Raviv 31 11 0 11 Sep 2020
Defending Against Multiple and Unforeseen Adversarial Videos Shao-Yuan Lo Vishal M. Patel AAML 72 24 0 11 Sep 2020
Plant Diseases recognition on images using Convolutional Neural Networks: A Systematic Review A. Abade P. Ferreira Flávio de Barros Vidal 71 221 0 09 Sep 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 77 10 0 03 Sep 2020
Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment Maryam Rahnemoonfar Tashnim Chowdhury Robin Murphy Odair Fernandes 62 36 0 02 Sep 2020
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation Luigi Musto Andrea Zinelli VLM 72 37 0 02 Sep 2020
MORPH-DSLAM: Model Order Reduction for PHysics-based Deformable SLAM Alberto Badías I. Alfaro D. González Francisco Chinesta Elías Cueto 24 4 0 01 Sep 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 112 168 0 01 Sep 2020
Multimodal Aggregation Approach for Memory Vision-Voice Indoor Navigation with Meta-Learning Liqi Yan Dongfang Liu Yaoxian Song Changbin (Brad) Yu 68 14 0 01 Sep 2020
RangeRCNN: Towards Fast and Accurate 3D Object Detection with Range Image Representation Zhidong Liang Ming Zhang Zehan Zhang Xian Zhao Shiliang Pu 3DPC 76 75 0 01 Sep 2020
RESA: Recurrent Feature-Shift Aggregator for Lane Detection Tu Zheng Haoyang Fang Yi Zhang Wenjian Tang Zheng Yang Haifeng Liu Deng Cai 137 271 0 31 Aug 2020
Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception Jorge Peña Queralta Jussi Taipalmaa Bilge Can Pullinen V. Sarker Tuan Anh Nguyen Gia H. Tenhunen Moncef Gabbouj Jenni Raitoharju Tomi Westerlund 68 27 0 28 Aug 2020
Instance Adaptive Self-Training for Unsupervised Domain Adaptation Ke Mei Chuang Zhu Jiaqi Zou Shanghang Zhang 87 308 0 27 Aug 2020
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic Mahdi Rezaei Mohsen Azarmi 87 155 0 26 Aug 2020
Siamese Network for RGB-D Salient Object Detection and Beyond Keren Fu Deng-Ping Fan Ge-Peng Ji Qijun Zhao Jianbing Shen Ce Zhu 137 210 0 26 Aug 2020
SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection Rui Fan Haoyu Wang Peide Cai Ming-Yuan Liu 112 152 0 26 Aug 2020
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy Wenchong He Arpan Man Sainju Zhe Jiang Da Yan 111 9 0 25 Aug 2020
LMSCNet: Lightweight Multiscale 3D Semantic Completion Luis Roldão Raoul de Charette Anne Verroust-Blondet 85 161 0 24 Aug 2020
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation Jianbo Liu Junjun He Jiawei Zhang Jimmy S. J. Ren Hongsheng Li SSeg 100 50 0 24 Aug 2020
Automated Search for Resource-Efficient Branched Multi-Task Networks David Brüggemann Menelaos Kanakis Stamatios Georgoulis Luc Van Gool 84 65 0 24 Aug 2020
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019 Zhang Li Jiehua Zhang T. Tan Xichao Teng Xiaoliang Sun ... P. Schüffler Qifeng Yu Hui Chen Yuling Tang G. Litjens 59 90 0 21 Aug 2020
Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded Platform Shijie Li Xieyuanli Chen Yun-Hai Liu Dengxin Dai C. Stachniss Juergen Gall 3DPC 91 82 0 20 Aug 2020
Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks Muhammad Sabih Frank Hannig J. Teich MQ 115 25 0 20 Aug 2020
DONet: Dual Objective Networks for Skin Lesion Segmentation Yaxiong Wang Yunchao Wei Xueming Qian Li Zhu Yi Yang MedIm 54 6 0 19 Aug 2020
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs Seowoo Jang Soyoung Yoo Namwoo Kang AI4CE 101 74 0 17 Aug 2020
Video Region Annotation with Sparse Bounding Boxes Yuzheng Xu Yang Wu Nur Sabrina binti Zuraimi S. Nobuhara Ko Nishino VGen 139 2 0 17 Aug 2020
DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping Yanchao Yang B. Lai Stefano Soatto VOS OCL 54 2 0 16 Aug 2020
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 149 140 0 16 Aug 2020
Optimized Deep Encoder-Decoder Methods for Crack Segmentation Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 59 82 0 14 Aug 2020
Deep Atrous Guided Filter for Image Restoration in Under Display Cameras Varun Sundar Sumanth Hegde D. Kothandaraman Kaushik Mitra 74 29 0 14 Aug 2020
BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation Xianghui Yang Bairun Wang Kaige Chen Xinchi Zhou Shuai Yi Wanli Ouyang Luping Zhou 63 49 0 14 Aug 2020
Structure-Aware Network for Lane Marker Extraction with Dynamic Vision Sensor Wensheng Cheng Haowen Luo Wen Yang Lei Yu Wei Li 57 20 0 14 Aug 2020
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness Md. Amirul Islam M. Kowal Konstantinos G. Derpanis Neil D. B. Bruce 38 7 0 13 Aug 2020
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning Zhanghan Ke Di Qiu Kaican Li Qiong Yan Rynson W. H. Lau 95 254 0 12 Aug 2020
Representative Graph Neural Network Changqian Yu Yifan Liu Changxin Gao Chunhua Shen Nong Sang GNN 67 41 0 12 Aug 2020
Inter-Image Communication for Weakly Supervised Localization Xiaolin Zhang Yunchao Wei Yi Yang WSOL 74 109 0 12 Aug 2020
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images Zhuangzhuang Zhang T. Zhao Hiram Gay Weixiong Zhang B. Sun MedIm 119 29 0 11 Aug 2020
Rethinking 3D LiDAR Point Cloud Segmentation Shijie Li Yun-Hai Liu Juergen Gall 3DPC 65 38 0 10 Aug 2020
How Trustworthy are Performance Evaluations for Basic Vision Tasks? Tran Thien Dat Nguyen H. Rezatofighi B. Vo B. Vo Silvio Savarese Ian Reid XAI 103 23 0 08 Aug 2020