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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
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention Jiyang Xie Dongliang Chang Zhanyu Ma Guoqiang Zhang Jun Guo 68 25 0 10 Mar 2020
FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural Networks Ruochen Yin Biao Yu Huapeng Wu Yuntao Song Runxin Niu 3DPC 85 25 0 09 Mar 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation Tianfei Zhou Shunzhou Wang Yi Zhou Yazhou Yao Jianwu Li Ling Shao VOS 202 189 0 09 Mar 2020
Semantic Object Prediction and Spatial Sound Super-Resolution with Binaural Sounds A. Vasudevan Dengxin Dai Luc Van Gool ObjD 138 45 0 09 Mar 2020
Dense Dilated Convolutions Merging Network for Land Cover Classification Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 134 117 0 09 Mar 2020
Context-Aware Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Chao-chao Yan P. Zhao Junzhou Huang 65 56 0 09 Mar 2020
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution Zhanpeng Zhang Kaipeng Zhang SSeg 34 21 0 09 Mar 2020
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Zhedong Zheng Yi Yang NoLa 245 507 0 08 Mar 2020
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation Jinghua Zhang Chen Li Frank Kulwa Xin Zhao Changhao Sun Zihan Li Tao Jiang Hong Li Shouliang Qi 115 23 0 08 Mar 2020
A New Dataset, Poisson GAN and AquaNet for Underwater Object Grabbing Chongwei Liu Zhihui Wang Shijie Wang Tao Tang Yulong Tao Caifei Yang Haojie Li Xing Liu Xin-Yue Fan 62 53 0 03 Mar 2020
Gastric histopathology image segmentation using a hierarchical conditional random field Changhao Sun Chen Li Jinghua Zhang Muhammad Rahaman Shiliang Ai Hao Chen Frank Kulwa Yixin Li Xiaoyan Li Tao Jiang 109 47 0 03 Mar 2020
Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness Ahmadreza Jeddi M. Shafiee Michelle Karg C. Scharfenberger A. Wong OOD AAML 129 67 0 02 Mar 2020
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation Myeongjin Kim H. Byun OOD 116 280 0 02 Mar 2020
SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks Lumin Yang Jiajie Zhuang Hongbo Fu Xiangzhi Wei Kun Zhou Youyi Zheng 125 31 0 02 Mar 2020
NAS-Count: Counting-by-Density with Neural Architecture Search Yutao Hu Xiaolong Jiang Xuhui Liu Baochang Zhang Jungong Han Xianbin Cao David Doermann 78 90 0 29 Feb 2020
Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies Brandon G. Ginley Kuang-Yu Jen A. Rosenberg Felicia Yen S. Jain Agnes B. Fogo P. Sarder 23 50 0 28 Feb 2020
Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson Felix Järemo Lawin Martin Danelljan Fahad Shahbaz Khan Michael Felsberg VOS 125 142 0 27 Feb 2020
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers Zhuohan Li Eric Wallace Sheng Shen Kevin Lin Kurt Keutzer Dan Klein Joseph E. Gonzalez 138 151 0 26 Feb 2020
Efficient Semantic Video Segmentation with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang VOS 91 128 0 26 Feb 2020
Recalibrating 3D ConvNets with Project & Excite Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Christian Wachinger 3DPC 128 17 0 25 Feb 2020
Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images Lei Sun Kailun Yang Xinxin Hu Weijian Hu Kaiwei Wang SSeg 122 134 0 24 Feb 2020
HRank: Filter Pruning using High-Rank Feature Map Mingbao Lin Rongrong Ji Yan Wang Yichen Zhang Baochang Zhang Yonghong Tian Ling Shao 114 730 0 24 Feb 2020
AlignSeg: Feature-Aligned Segmentation Networks Zilong Huang Yunchao Wei Xinggang Wang Wenyu Liu Thomas S. Huang Humphrey Shi SSeg 204 152 0 24 Feb 2020
Semantic Flow for Fast and Accurate Scene Parsing Xiangtai Li Ansheng You Zhen Zhu Houlong Zhao Maoke Yang Kuiyuan Yang Yunhai Tong SSeg 106 359 0 24 Feb 2020
Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation Xiaohong Wang Xudong Jiang Henghui Ding Jun Liu 48 64 0 20 Feb 2020
Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition Qing Zhu Lin Chen Han Hu Binzhi Xu Yeting Zhang Haifeng Li 18 10 0 20 Feb 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Yue Liu Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 79 65 0 19 Feb 2020
Rethinking the Hyperparameters for Fine-tuning Hao Li Pratik Chaudhari Hao Yang Michael Lam Avinash Ravichandran Rahul Bhotika Stefano Soatto VLM 93 130 0 19 Feb 2020
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning Xiang Wang Sifei Liu Huimin Ma Ming-Hsuan Yang 85 91 0 19 Feb 2020
Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration Cong Guo Yangjie Zhou Jingwen Leng Yuhao Zhu Zidong Du Quan Chen Chao Li Bin Yao Minyi Guo 59 33 0 18 Feb 2020
High-Order Paired-ASPP Networks for Semantic Segmenation Yu Zhang Changrui Chen Junyu Dong Xin Sun Yue Shen 128 2 0 18 Feb 2020
Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations Yichi Zhang Ritchie Zhao Weizhe Hua N. Xu G. E. Suh Zhiru Zhang MQ 145 27 0 17 Feb 2020
Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation Yingjie Yin De Xu Xingang Wang Lei Zhang VOS 51 16 0 17 Feb 2020
Learning a Directional Soft Lane Affordance Model for Road Scenes Using Self-Supervision Robin Karlsson E. Sjoberg SSL 44 3 0 17 Feb 2020
Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition Hubert Lin P. Upchurch Kavita Bala 116 23 0 16 Feb 2020
ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation Yuemeng Li Hongming Li Yong-Xian Fan 3DPC 138 28 0 13 Feb 2020
Cross-Iteration Batch Normalization Zhuliang Yao Yu Cao Shuxin Zheng Gao Huang Stephen Lin 77 86 0 13 Feb 2020
End-to-End Face Parsing via Interlinked Convolutional Neural Networks Zi Yin Valentin Yiu Xiaolin Hu L. Tang 3DH 3DV CVBM 63 29 0 12 Feb 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF) Qingyu Li Yilei Shi Xin Huang Xiaoxiang Zhu 92 65 0 11 Feb 2020
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation Jun Liu Xiang Wang X. Tai 72 36 0 10 Feb 2020
Prototype Refinement Network for Few-Shot Segmentation Jinlu Liu Yongqiang Qin SSeg 75 30 0 10 Feb 2020
FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA Shehzeen Samarah Hussain Mojan Javaheripi Paarth Neekhara Ryan Kastner F. Koushanfar 50 21 0 09 Feb 2020
Symbiotic Attention with Privileged Information for Egocentric Action Recognition Xiaohan Wang Yu Wu Linchao Zhu Yi Yang 74 63 0 08 Feb 2020
Revisiting Spatial Invariance with Low-Rank Local Connectivity Gamaleldin F. Elsayed Prajit Ramachandran Jonathon Shlens Simon Kornblith 103 44 0 07 Feb 2020
Lane Boundary Geometry Extraction from Satellite Imagery Andi Zang Runsheng Xu Zichen Li D. Doria 55 21 0 06 Feb 2020
RGB-based Semantic Segmentation Using Self-Supervised Depth Pre-Training Jean Lahoud Guohao Li VLM SSL 22 3 0 06 Feb 2020
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation Minyoung Chung Minkyung Lee Jioh Hong Sanguk Park Jusang Lee Jingyu Lee Jeongjin Lee Y. Shin 55 66 0 06 Feb 2020
Selective Segmentation Networks Using Top-Down Attention Mahdi Biparva John K. Tsotsos SSeg 23 1 0 04 Feb 2020
Modeling the Background for Incremental Learning in Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL VLM 79 287 0 03 Feb 2020
Towards High Performance Human Keypoint Detection Jing Zhang Zhe Chen Dacheng Tao 3DH 149 73 0 03 Feb 2020