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The Cityscapes Dataset for Semantic Urban Scene Understanding

6 April 2016

Bernt Schiele

Papers citing "The Cityscapes Dataset for Semantic Urban Scene Understanding"

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Title
End-to-End Multi-Task Learning with Attention Shikun Liu Edward Johns Andrew J. Davison CVBM 90 1,063 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 149 191 0 27 Mar 2018
End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners Simon Hecker Dengxin Dai Luc Van Gool 106 164 0 27 Mar 2018
WebSeg: Learning Semantic Segmentation from Web Searches Qibin Hou Ming-Ming Cheng Jiangjiang Liu Philip Torr 67 10 0 27 Mar 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 131 404 0 26 Mar 2018
A Systematic Comparison of Deep Learning Architectures in an Autonomous Vehicle Michael Teti William Edward Hahn Shawn Martin W. Hahn Elan Barenholtz 45 5 0 26 Mar 2018
Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld Sicheng Zhao Bichen Wu Joseph E. Gonzalez Sanjit A. Seshia Kurt Keutzer OOD 35 5 0 24 Mar 2018
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 156 1,433 0 24 Mar 2018
Monocular Depth Estimation by Learning from Heterogeneous Datasets A. Gurram O. Urfalioglu Ibrahim Halfaoui Fahd Bouzaraa Antonio M. López MDE 65 14 0 21 Mar 2018
Modeling Camera Effects to Improve Visual Learning from Synthetic Data Alexandra Carlson Katherine A. Skinner Ram Vasudevan Matthew Johnson-Roberson 49 36 0 21 Mar 2018
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks S. Azimi P. Fischer Marco Körner P. Reinartz 130 103 0 19 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 156 784 0 19 Mar 2018
MergeNet: A Deep Net Architecture for Small Obstacle Discovery Krishnam Gupta Syed Ashar Javed Vineet Gandhi Madhava Krishna 78 25 0 17 Mar 2018
Learning to Cluster for Proposal-Free Instance Segmentation Yen-Chang Hsu Zheng Xu Z. Kira Jiawei Huang SSeg 68 55 0 17 Mar 2018
Learning to Segment via Cut-and-Paste Tal Remez Jonathan Huang Matthew A. Brown 91 99 0 16 Mar 2018
The ApolloScape Open Dataset for Autonomous Driving and its Application Xinyu Huang Peng Wang Xinjing Cheng Dingfu Zhou Qichuan Geng Ruigang Yang 3DPC 129 572 0 16 Mar 2018
Complex Urban LiDAR Data Set Jinyong Jeong Younggun Cho Young-sik Shin Hyun Chul Roh Ayoung Kim 3DV 46 45 0 16 Mar 2018
Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation Panagiotis Meletis Gijs Dubbelman SSeg 168 63 0 15 Mar 2018
LEGO: Learning Edge with Geometry all at Once by Watching Videos Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC SSL 84 189 0 15 Mar 2018
Image Colorization with Generative Adversarial Networks Kamyar Nazeri Eric Ng Mehran Ebrahimi GAN 87 145 0 14 Mar 2018
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction Huangying Zhan Ravi Garg C. Weerasekera Kejie Li Harsh Agarwal Ian Reid MDE 86 633 0 11 Mar 2018
ShuffleSeg: Real-time Semantic Segmentation Network M. Gamal Mennatullah Siam Moemen Abdel-Razek SSeg 64 60 0 10 Mar 2018
Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation Liangfu Chen Ze Yang J. Ma Zheng Luo 71 47 0 10 Mar 2018
Cross-View Image Synthesis using Conditional GANs Krishna Regmi Ali Borji GAN 87 189 0 09 Mar 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild Yuhua Chen Wen Li Daniel Gehrig Dengxin Dai Luc Van Gool OOD ObjD 125 1,311 0 08 Mar 2018
RTSeg: Real-time Semantic Segmentation Comparative Study Mennatullah Siam M. Gamal Moemen Abdel-Razek S. Yogamani Martin Jägersand SSeg 98 116 0 07 Mar 2018
Single View Stereo Matching Yue Luo Jimmy S. J. Ren Mude Lin Jiahao Pang Wenxiu Sun Hongsheng Li Liang Lin MDE 3DV 67 194 0 07 Mar 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 86 1,147 0 06 Mar 2018
Early Start Intention Detection of Cyclists Using Motion History Images and a Deep Residual Network Stefan Zernetsch Viktor Kress Bernhard Sick Konrad Doll 40 16 0 06 Mar 2018
Hyperdrive: A Multi-Chip Systolically Scalable Binary-Weight CNN Inference Engine Renzo Andri Lukas Cavigelli D. Rossi Luca Benini MQ 85 19 0 05 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 191 5,833 0 05 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 186 1,552 0 28 Feb 2018
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs Andres Milioto C. Stachniss SSeg 99 86 0 25 Feb 2018
Adversarial Learning for Semi-Supervised Semantic Segmentation Wei-Chih Hung Yi-Hsuan Tsai Yan-Ting Liou Yen-Yu Lin Ming-Hsuan Yang GAN SSeg 139 553 0 22 Feb 2018
Camera-based vehicle velocity estimation from monocular video Moritz Kampelmühler M. Müller Christoph Feichtenhofer 43 29 0 20 Feb 2018
Co-occurrence matrix analysis-based semi-supervised training for object detection Min-Kook Choi Jaehyeong Park Jihun Jung Heechul Jung Jin-Hee Lee W. Won W. Jung Jincheol Kim Soon Kwon ObjD 46 10 0 20 Feb 2018
Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints R. Mahjourian Martin Wicke A. Angelova MDE 120 729 0 15 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 550 13,277 0 07 Feb 2018
Joint Attention in Driver-Pedestrian Interaction: from Theory to Practice Amir Rasouli John K. Tsotsos 93 32 0 07 Feb 2018
Explicit Inductive Bias for Transfer Learning with Convolutional Networks Xuhong Li Yves Grandvalet Franck Davoine SSL 115 355 0 05 Feb 2018
Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters Zheng Wu Ruiheng Chang Jiaxu Ma Cewu Lu Chi-Keung Tang 59 11 0 01 Feb 2018
Virtual-to-Real: Learning to Control in Visual Semantic Segmentation Zhang-Wei Hong Yu-Ming Chen Shih-Yang Su Tzu-Yun Shann Yi-Hsiang Chang ... Yueh-Chuan Chang Tsu-Ching Hsiao Hsin-Wei Hsiao Sih-Pin Lai Chun-Yi Lee 121 81 0 01 Feb 2018
Object category learning and retrieval with weak supervision Steven Hickson A. Angelova Irfan Essa Rahul Sukthankar OCL 56 7 0 26 Jan 2018
SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation Wenqiang Xu Yong-Lu Li Cewu Lu ISeg 94 2 0 26 Jan 2018
Vehicle Detection in Aerial Images M. Yang Wentong Liao Xinbo Li Bodo Rosenhahn ObjD 66 74 0 22 Jan 2018
What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation? N. Mayer Eddy Ilg Philipp Fischer C. Hazirbas Zorah Lähner Alexey Dosovitskiy Thomas Brox OOD 74 216 0 19 Jan 2018
Long-term Visual Localization using Semantically Segmented Images Erik Stenborg Carl Toft Lars Hammarstrand 74 113 0 16 Jan 2018
Autonomous Driving in Reality with Reinforcement Learning and Image Translation N. Xu Bowen Tan Bingyu Kong 76 36 0 13 Jan 2018
Instance Map based Image Synthesis with a Denoising Generative Adversarial Network Ziqiang Zheng Chao Wang Zhibin Yu Haiyong Zheng Bing Zheng GAN 34 11 0 10 Jan 2018
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Peilun Li Xiaodan Liang Daoyuan Jia Eric Xing 100 94 0 05 Jan 2018