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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
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models Farnoush Zohourian Jan Siegemund M. Meuter J. Pauli SSeg 42 3 0 22 Jun 2022
Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning A. Jaus Kailun Yang Rainer Stiefelhagen 91 17 0 21 Jun 2022
Multi-level Domain Adaptation for Lane Detection Chenguang Li Boheng Zhang Jia Shi Guangliang Cheng 58 11 0 21 Jun 2022
Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth Nitin Bansal Pan Ji Junsong Yuan Yi Tian Xu MDE 122 4 0 21 Jun 2022
$Diffractive Interconnects: All-Optical Permutation Operation Using Diffractive Networks$ Diffractive Interconnects: All-Optical Permutation Operation Using Diffractive Networks Deniz Mengu Yifan Zhao Anika Tabassum Mona Jarrahi Aydogan Ozcan 93 22 0 21 Jun 2022
HOPE: Hierarchical Spatial-temporal Network for Occupancy Flow Prediction Yi Hu Wenxin Shao Bo Jiang Jiajie Chen Siqi Chai Zhening Yang Jingyu Qian Helong Zhou Qiang Liu AI4CE 78 14 0 21 Jun 2022
Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation Yuehai Chen Jing Yang Badong Chen S. Du 72 32 0 21 Jun 2022
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation Javed Iqbal H. Rawal R. Hafiz Yu-Tseh Chi Mohsen Ali 93 7 0 20 Jun 2022
MSANet: Multi-Similarity and Attention Guidance for Boosting Few-Shot Segmentation Ehtesham Iqbal Sirojbek Safarov Seongdeok Bang 52 36 0 20 Jun 2022
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Lei Zhang Qiong Wang G. Xie Fumin Shen 162 53 0 20 Jun 2022
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation Qihang Yu Huiyu Wang Dahun Kim Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT MedIm 126 92 0 17 Jun 2022
Cross-task Attention Mechanism for Dense Multi-task Learning Ivan Lopes Tuan-Hung Vu Raoul de Charette 100 29 0 17 Jun 2022
Learning Implicit Feature Alignment Function for Semantic Segmentation Hanzhe Hu Yinbo Chen Jiarui Xu Shubhankar Borse H. Cai Fatih Porikli Xinyu Wang 114 48 0 17 Jun 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Mohamed Bennai SSeg 103 23 0 17 Jun 2022
IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes Rui Zhu Zhengqin Li J. Matai Fatih Porikli Manmohan Chandraker ViT 108 47 0 16 Jun 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation Tao Sun Mattia Segu Janis Postels Yuxuan Wang Luc Van Gool Bernt Schiele F. Tombari Feng Yu TTA 127 161 0 16 Jun 2022
Simple and Efficient Architectures for Semantic Segmentation Dushyant Mehta Andrii Skliar H. Yahia Shubhankar Borse Fatih Porikli A. Habibian Tijmen Blankevoort SSeg 64 15 0 16 Jun 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 91 94 0 16 Jun 2022
Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels Xiaoqing Guo Yixuan Yuan NoLa 98 10 0 16 Jun 2022
Waymo Open Dataset: Panoramic Video Panoptic Segmentation Jieru Mei A. Z. Zhu Xinchen Yan Han Yan Siyuan Qiao Yukun Zhu Liang-Chieh Chen Henrik Kretzschmar Dragomir Anguelov 84 55 0 15 Jun 2022
How to Reduce Change Detection to Semantic Segmentation G. Wang Bin-Bin Gao Chengjie Wang 81 26 0 15 Jun 2022
Self-Supervised Implicit Attention: Guided Attention by The Model Itself Jinyi Wu Xun Gong Zhemin Zhang 67 1 0 15 Jun 2022
Ultra Fast Deep Lane Detection with Hybrid Anchor Driven Ordinal Classification Zequn Qin Pengyi Zhang Xi Li 77 122 0 15 Jun 2022
S $^2$ -FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea Xin Hong Abuzar B. M. Adam Amina Benabid SSeg 87 5 0 15 Jun 2022
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey A. Aswath A. Alsahaf B. Giepmans George Azzopardi 116 39 0 14 Jun 2022
A Multi-task Framework for Infrared Small Target Detection and Segmentation Yuhang Chen Liyuan Li Xin Liu Xiaofeng Su Fansheng Chen 62 48 0 14 Jun 2022
Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images Yi Li Yi-Zhou Yu Yi-Xuan Zou Tianqi Xiang Xiaomeng Li MedIm 92 22 0 14 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 104 35 0 14 Jun 2022
Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network Nikhil Kumar Tomar Abhishek Srivastava Ulas Bagci Debesh Jha MedIm 72 12 0 13 Jun 2022
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU Hugo Tessier Vincent Gripon Mathieu Léonardon M. Arzel David Bertrand T. Hannagan GNN SSeg 3DPC 70 2 0 13 Jun 2022
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction Lihuan Li Maurice Pagnucco Yang Song 100 61 0 12 Jun 2022
Diffeomorphic Counterfactuals with Generative Models Ann-Kathrin Dombrowski Jan E. Gerken Klaus-Robert Muller Pan Kessel DiffM BDL 125 17 0 10 Jun 2022
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Liang Liao Wenyi Chen Jing Xiao Ziyi Wang Chia-Wen Lin Shiníchi Satoh DiffM 89 25 0 10 Jun 2022
Masked Autoencoders are Robust Data Augmentors Haohang Xu Shuangrui Ding Xiaopeng Zhang H. Xiong 142 28 0 10 Jun 2022
DiSparse: Disentangled Sparsification for Multitask Model Compression Xing Sun Ali Hassani Zhangyang Wang Gao Huang Humphrey Shi 134 21 0 09 Jun 2022
CO^3: Cooperative Unsupervised 3D Representation Learning for Autonomous Driving Runjian Chen Yao Mu Runsen Xu Wenqi Shao Chenhan Jiang Hang Xu Zhenguo Li Ping Luo 3DPC 102 17 0 08 Jun 2022
Depth-Adapted CNNs for RGB-D Semantic Segmentation Zongwei Wu Guillaume Allibert C. Stolz Chaoxiang Ma C. Demonceaux SSeg MDE 90 13 0 08 Jun 2022
Spatial Parsing and Dynamic Temporal Pooling networks for Human-Object Interaction detection Hongsheng Li Guangming Zhu Wu Zhen Lan Ni Peiyi Shen Liang Zhang Ning Wang Cong Hua 70 3 0 07 Jun 2022
HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy Hao Xu Guotai Wang Wenhui Lei Wei Xu Qianfei Zhao Shichuan Zhang Kang Li Shaoting Zhang 62 12 0 07 Jun 2022
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps Seung Wook Kim Karsten Kreis Daiqing Li Antonio Torralba Sanja Fidler GAN 97 6 0 06 Jun 2022
LDRNet: Enabling Real-time Document Localization on Mobile Devices Hanling Wu Holland Qian Huaming Wu Aad van Moorsel 43 5 0 05 Jun 2022
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers Jiacong Xu Zixiang Xiong S. Bhattacharyya 99 266 0 04 Jun 2022
R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation Mehreen Mubashar Hazrat Ali C. Grönlund Shoaib Azmat SSeg 84 70 0 03 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search Shiqing Liu Haoyu Zhang Yaochu Jin 100 44 0 03 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 179 46 0 02 Jun 2022
A Dual-fusion Semantic Segmentation Framework With GAN For SAR Images Dong-Xia Li Jia-Wei Liu Fan Liu Wenhua Zhang A. Zhang W. Gao Jiao Shi GAN 25 6 0 02 Jun 2022
StopNet: Scalable Trajectory and Occupancy Prediction for Urban Autonomous Driving Jinkyu Kim R. Mahjourian Scott Ettinger Mayank Bansal Brandyn White Benjamin Sapp Drago Anguelov 97 23 0 02 Jun 2022
On the Choice of Data for Efficient Training and Validation of End-to-End Driving Models Marvin Klingner Konstantin Müller Mona Mirzaie Jasmin Breitenstein Jan-Aike Termöhlen Tim Fingscheidt 68 4 0 01 Jun 2022
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection O. Ghorbanzadeh Yonghao Xu Pedram Ghamis Michael K Kopp David P. Kreil 120 94 0 01 Jun 2022
PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation Naiyu Gao Fei He Jian Jia Yanhu Shan Haoyang Zhang Xin Zhao Kaiqi Huang MDE 84 25 0 01 Jun 2022