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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
Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation Guanglei Yang Enrico Fini Dan Xu Paolo Rota Mingli Ding Moin Nabi Xavier Alameda-Pineda Elisa Ricci CLL 88 68 0 26 Mar 2022
Semantic Segmentation by Early Region Proxy Yifan Zhang Bo Pang Cewu Lu ViT 124 30 0 26 Mar 2022
On the Viability of Monocular Depth Pre-training for Semantic Segmentation Dong Lao Fengyu Yang Daniel Wang Hyoungseob Park Samuel Lu Alex Wong Stefano Soatto MDE 93 0 0 26 Mar 2022
Learning to segment fetal brain tissue from noisy annotations Davood Karimi C. Rollins C. Velasco-Annis Abdelhakim Ouaalam Ali Gholipour 65 27 0 25 Mar 2022
Self-supervised Semantic Segmentation Grounded in Visual Concepts Wenbin He William C. Surmeier A. Shekar Liangke Gou Liu Ren SSL 76 7 0 25 Mar 2022
A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration R. Hebbalaguppe Jatin Prakash Neelabh Madan Chetan Arora UQCV 117 45 0 25 Mar 2022
Salt Detection Using Segmentation of Seismic Image M. Sarkar 23 0 0 25 Mar 2022
Lightweight Graph Convolutional Networks with Topologically Consistent Magnitude Pruning H. Sahbi GNN 56 1 0 25 Mar 2022
HM: Hybrid Masking for Few-Shot Segmentation Seonghyeon Moon Samuel S. Sohn Honglu Zhou Sejong Yoon Vladimir Pavlovic Muhammad Haris Khan Mubbasir Kapadia 79 10 0 24 Mar 2022
Learning to generate line drawings that convey geometry and semantics Caroline Chan F. Durand Phillip Isola GAN 128 93 0 23 Mar 2022
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation Tianjian Meng Golnaz Ghiasi Reza Mahjorian Quoc V. Le Mingxing Tan SSeg 87 2 0 23 Mar 2022
StructToken : Rethinking Semantic Segmentation with Structural Prior Fangjian Lin Zhanhao Liang Miao Zheng Junjun He Kaibing Chen Sheng Tian 112 53 0 23 Mar 2022
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation Aysim Toker L. Kondmann Mark Weber Marvin Eisenberger Andrés Camero ... T. Davis Zorah Lähner G. Marchisio Xiao Xiang Zhu Laura Leal-Taixé 63 85 0 23 Mar 2022
GOSS: Towards Generalized Open-set Semantic Segmentation Jie Hong Weihong Li Junlin Han Jiyang Zheng Pengfei Fang Mehrtash Harandi L. Petersson VLM 86 19 0 23 Mar 2022
Improving Generalization in Federated Learning by Seeking Flat Minima Debora Caldarola Barbara Caputo Marco Ciccone FedML 103 112 0 22 Mar 2022
CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation Feng Wang Huiyu Wang Chen Wei Alan Yuille Wei Shen SSL VLM 113 35 0 22 Mar 2022
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 129 38 0 21 Mar 2022
GroupTransNet: Group Transformer Network for RGB-D Salient Object Detection Xian Fang Jin-lei Zhu Xiuli Shao Hongpeng Wang ViT 88 14 0 21 Mar 2022
Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation Zhiyuan Liang Tiancai Wang Xinming Zhang Jian Sun Jianbing Shen 108 62 0 21 Mar 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo Jiaming Zhang Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen 62 9 0 19 Mar 2022
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation Moucheng Xu Yukun Zhou Chen Jin Stefano B. Blumberg Frederick J Wilson M. Groot Daniel C. Alexander N. Oxtoby Joseph Jacob 87 15 0 19 Mar 2022
SHREC 2021: Classification in cryo-electron tomograms I. Gubins Marten L. Chaillet Gijs van der Schot M. Trueba R. Veltkamp ... Min Xu Yaoyu Wang Cheng Chen Xuefeng Cui Fang Zhang 77 22 0 18 Mar 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 89 43 0 18 Mar 2022
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation Ruihuang Li Shuai Li Chenhang He Yabin Zhang Xu Jia Lei Zhang 90 85 0 18 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation Tianfei Zhou Meijie Zhang Fang Zhao Jianwu Li 104 128 0 17 Mar 2022
MatchFormer: Interleaving Attention in Transformers for Feature Matching Qing Wang Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen ViT 117 146 0 17 Mar 2022
Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning Lianshuang Yu Kareem M. Metwaly James Z. Wang V. Monga 64 5 0 17 Mar 2022
Multi-similarity based Hyperrelation Network for few-shot segmentation Xian Shi Zhe Cui Shaobing Zhang Miao Cheng L. He Xianghong Tang 82 6 0 17 Mar 2022
Medium Transmission Map Matters for Learning to Restore Real-World Underwater Images Kai Yan LanYue Liang Ziqiang Zheng Guoqing Wang Yang Yang 27 13 0 17 Mar 2022
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning Dawei Dai Chunjie Wang Shuyin Xia Yingge Liu Guo-Zhen Wang 62 10 0 17 Mar 2022
SC2 Benchmark: Supervised Compression for Split Computing Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 134 20 0 16 Mar 2022
Zero Pixel Directional Boundary by Vector Transform Edoardo Mello Rella Ajad Chhatkuli Yun-Hai Liu E. Konukoglu Luc Van Gool 47 2 0 16 Mar 2022
EDTER: Edge Detection with Transformer Mengyang Pu Yaping Huang Yuming Liu Q. Guan Haibin Ling ViT 112 101 0 16 Mar 2022
Data Efficient 3D Learner via Knowledge Transferred from 2D Model Ping Yu Cheng Sun Min Sun 3DPC 70 11 0 16 Mar 2022
UNet Architectures in Multiplanar Volumetric Segmentation -- Validated on Three Knee MRI Cohorts S. S. Sengar Christopher Meulengracht M. Boesen Anders Føhrby Overgaard H. Gudbergsen J. Nybing Erik Dam 27 2 0 15 Mar 2022
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Runfa Chen Yu Rong Shangmin Guo Jiaqi Han Gang Hua Tingyang Xu Wenbing Huang ViT 70 20 0 15 Mar 2022
SATS: Self-Attention Transfer for Continual Semantic Segmentation Yiqiao Qiu Yixing Shen Zhuohao Sun Yanchong Zheng Xiaobin Chang Weishi Zheng Ruixuan Wang CLL 95 30 0 15 Mar 2022
Learning What Not to Segment: A New Perspective on Few-Shot Segmentation Chunbo Lang Gong Cheng Binfei Tu Junwei Han 103 207 0 15 Mar 2022
TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation Ruiwen Li Zheda Mai C. Trabelsi Zhibo Zhang Jongseong Jang Scott Sanner ViT 77 62 0 14 Mar 2022
CAR: Class-aware Regularizations for Semantic Segmentation Ye Huang Di Kang Liang Chen Xuefei Zhe W. Jia Xiangjian He Linchao Bao 136 18 0 14 Mar 2022
MotionSC: Data Set and Network for Real-Time Semantic Mapping in Dynamic Environments Joey Wilson Jingyu Song Yuewei Fu Arthur Zhang Andrew Capodieci P. Jayakumar Kira Barton Maani Ghaffari 3DPC 95 40 0 14 Mar 2022
MTLDesc: Looking Wider to Describe Better Changwei Wang Rongtao Xu Yuyang Zhang Shibiao Xu Weiliang Meng Bin Fan Xiaopeng Zhang 50 26 0 14 Mar 2022
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Seunghun Lee Wonhyeok Choi Changjae Kim Minwoo Choi Sunghoon Im 82 20 0 14 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 157 557 0 13 Mar 2022
PNM: Pixel Null Model for General Image Segmentation Han Zhang Zihao Zhang Wenhao Zheng Wei Xu VLM 63 0 0 13 Mar 2022
Hyperbolic Image Segmentation Mina Ghadimi Atigh Julian Schoep Erman Acar Nanne van Noord Pascal Mettes 117 91 0 11 Mar 2022
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond Tiange Xiang Chaoyi Zhang Xinyi Wang Yang Song Dongnan Liu Heng-Chiao Huang Weidong (Tom) Cai MedIm AI4CE SSeg 121 13 0 11 Mar 2022
Representation Compensation Networks for Continual Semantic Segmentation Chang-Bin Zhang Jianqiang Xiao Xialei Liu Ying-Cong Chen Mingg-Ming Cheng SSeg CLL 105 95 0 10 Mar 2022
Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability Ruifei He Shuyang Sun Jihan Yang Song Bai Xiaojuan Qi 109 38 0 10 Mar 2022
Semi-supervision semantic segmentation with uncertainty-guided self cross supervision Yunyang Zhang Zhiqiang Gong Xiaohu Zheng Xiaoyu Zhao Wen Yao UQCV 76 7 0 10 Mar 2022