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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
Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT Images Kaushik Dutta SSeg 37 12 0 01 Feb 2021
Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences Zhi Chen Fan Yang Wenbing Tao 28 5 0 31 Jan 2021
AACP: Model Compression by Accurate and Automatic Channel Pruning Lanbo Lin Yujiu Yang Zhenhua Guo MQ 64 12 0 31 Jan 2021
ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation Jiawei Zhang Yanchun Zhang Xiaowei Xu 45 31 0 30 Jan 2021
DRIV100: In-The-Wild Multi-Domain Dataset and Evaluation for Real-World Domain Adaptation of Semantic Segmentation Haruya Sakashita Christoph Flothow Noriko Takemura Yusuke Sugano 47 4 0 30 Jan 2021
A Statistician Teaches Deep Learning G. Babu David L. Banks Hyunsoo Cho David Han Hailin Sang Shouyi Wang 67 2 0 29 Jan 2021
Position, Padding and Predictions: A Deeper Look at Position Information in CNNs Md. Amirul Islam M. Kowal Sen Jia Konstantinos G. Derpanis Neil D. B. Bruce 60 58 0 28 Jan 2021
Self-Attention Meta-Learner for Continual Learning Ghada Sokar Decebal Constantin Mocanu Mykola Pechenizkiy CLL 53 11 0 28 Jan 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation Wenguan Wang Tianfei Zhou Feng Yu Jifeng Dai E. Konukoglu Luc Van Gool 200 485 0 28 Jan 2021
Deep Video Inpainting Detection Peng Zhou Ning Yu Zuxuan Wu L. Davis Abhinav Shrivastava Ser-Nam Lim 165 18 0 26 Jan 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Pan Zhang Bo Zhang Ting Zhang Dong Chen Yong Wang Fang Wen 182 499 0 26 Jan 2021
Nondiscriminatory Treatment: a straightforward framework for multi-human parsing Min Yan Guoshan Zhang Tong Zhang Yueming Zhang 35 3 0 26 Jan 2021
Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer Liang Lin Yiming Gao Ke Gong Meng Wang Xiaodan Liang 59 13 0 26 Jan 2021
A Survey and Analysis on Automated Glioma Brain Tumor Segmentation and Overall Patient Survival Prediction R. Agravat M. Raval 85 22 0 26 Jan 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 123 27 0 26 Jan 2021
Mask-based Data Augmentation for Semi-supervised Semantic Segmentation Ying-Cong Chen Xu Ouyang Kaiyue Zhu G. Agam 86 8 0 25 Jan 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 99 363 0 22 Jan 2021
Personal Fixations-Based Object Segmentation with Object Localization and Boundary Preservation Gongyang Li Zhi Liu Ran Shi Zheng Hu Weijie Wei Yong Wu Mengke Huang Haibin Ling 68 42 0 22 Jan 2021
The Ikshana Hypothesis of Human Scene Understanding Venkata Satya Sai Ajay Daliparthi 76 0 0 21 Jan 2021
Segmenting Transparent Object in the Wild with Transformer Enze Xie Wenjia Wang Wenhai Wang Pei Sun Hang Xu Ding Liang Ping Luo ViT 293 28 0 21 Jan 2021
Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection Yuxiang Zhang Sachin Mehta A. Caspi 79 20 0 21 Jan 2021
Salient Object Detection via Integrity Learning Mingchen Zhuge Deng-Ping Fan Nian Liu Dingwen Zhang Dong Xu Ling Shao AAML 201 314 0 19 Jan 2021
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation Ye Huang Di Kang W. Jia Xiangjian He Liu Liu 173 36 0 19 Jan 2021
SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images Lei He Jiwen Lu Guanghui Wang Shiyu Song Jie Zhou 120 71 0 19 Jan 2021
AGRNet: Adaptive Graph Representation Learning and Reasoning for Face Parsing Gusi Te Wei Hu Yinglu Liu Hailin Shi Tao Mei CVBM 3DH 198 29 0 18 Jan 2021
Kimera: from SLAM to Spatial Perception with 3D Dynamic Scene Graphs Antoni Rosinol Andrew Violette Marcus Abate Nathan Hughes Yun Chang Jingang Shi Arjun Gupta Luca Carlone 3DV 139 238 0 18 Jan 2021
KCP: Kernel Cluster Pruning for Dense Labeling Neural Networks Po-Hsiang Yu Sih-Sian Wu Liang-Gee Chen VLM 34 0 0 17 Jan 2021
A relic sketch extraction framework based on detail-aware hierarchical deep network Jinye Peng Jiaxin Wang Jun Wang Erlei Zhang Qunxi Zhang Yongqin Zhang Xianlin Peng Kai Yu 28 10 0 17 Jan 2021
Self-Supervised Representation Learning from Flow Equivariance Yuwen Xiong Mengye Ren Wenyuan Zeng R. Urtasun SSL 97 29 0 16 Jan 2021
Bladder segmentation based on deep learning approaches: current limitations and lessons M. Bandyk D. Gopireddy C. Lall K. Balaji Jose Dolz 40 0 0 16 Jan 2021
PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation Yi Liu Lutao Chu Guowei Chen Zewu Wu Zeyu Chen Baohua Lai Yuying Hao VLM SSeg 103 71 0 15 Jan 2021
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes Yuanduo Hong Huihui Pan Weichao Sun Yisong Jia SSeg 242 271 0 15 Jan 2021
Video Summarization Using Deep Neural Networks: A Survey Evlampios Apostolidis E. Adamantidou Alexandros I. Metsai Vasileios Mezaris Ioannis Patras AI4TS 150 217 0 15 Jan 2021
Accurate Camouflaged Object Detection via Mixture Convolution and Interactive Fusion Bo Dong Mingchen Zhuge Yongxiong Wang Hongbo Bi Geng Chen 62 13 0 14 Jan 2021
Towards Creating a Deployable Grasp Type Probability Estimator for a Prosthetic Hand Mehrshad Zandigohar Mo Han Deniz Erdogmus G. Schirner 39 10 0 13 Jan 2021
Boundary-Aware Segmentation Network for Mobile and Web Applications Xuebin Qin Deng-Ping Fan Chenyang Huang Cyril Diagne Zichen Zhang Adria Cabeza SantÁnna Albert Suàrez Martin Jägersand Ling Shao SSeg 112 81 0 12 Jan 2021
Using uncertainty estimation to reduce false positives in liver lesion detection Ishaan Bhat Hugo J. Kuijf Veronika Cheplygina J. Pluim MedIm 133 9 0 12 Jan 2021
Rethinking Interactive Image Segmentation: Feature Space Annotation Jordão Bragantini A. X. Falcão Laurent Najman 54 7 0 12 Jan 2021
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image Classification Haokui Zhang Chengrong Gong Yunpeng Bai Zongwen Bai Ying Li 57 27 0 12 Jan 2021
ORDNet: Capturing Omni-Range Dependencies for Scene Parsing Shaofei Huang Si Liu Tianrui Hui Jizhong Han Yue Liu Jiashi Feng Shuicheng Yan 3DPC OffRL 106 15 0 11 Jan 2021
Spherical Transformer: Adapting Spherical Signal to CNNs Haikuan Du H. Cao Junchi Yan Shen Cai ViT 65 4 0 11 Jan 2021
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction Dan Xu Xavier Alameda-Pineda Wanli Ouyang Elisa Ricci Xiaogang Wang N. Sebe 92 25 0 08 Jan 2021
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds Jingyu Gong Jiachen Xu Xin Tan Jie Zhou Yanyun Qu Yuan Xie Lizhuang Ma 3DPC 139 47 0 07 Jan 2021
Run-Time Monitoring of Machine Learning for Robotic Perception: A Survey of Emerging Trends Q. Rahman Peter Corke Feras Dayoub OOD 139 55 0 05 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 192 117 0 02 Jan 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 206 2,928 0 31 Dec 2020
NeuralMagicEye: Learning to See and Understand the Scene Behind an Autostereogram Zhengxia Zou Tianyang Shi Yi Yuan Zhenwei Shi 13 1 0 31 Dec 2020
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques David Morales Estefanía Talavera B. Remeseiro 69 6 0 28 Dec 2020
Detecting Road Obstacles by Erasing Them Krzysztof Lis S. Honari Pascal Fua Mathieu Salzmann UQCV 169 44 0 25 Dec 2020
Inception Convolution with Efficient Dilation Search Jie Liu Chuming Li Feng Liang Chen Lin Ming Sun Junjie Yan Wanli Ouyang Dong Xu 100 28 0 25 Dec 2020