The Cityscapes Dataset for Semantic Urban Scene Understanding

6 April 2016

Bernt Schiele

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

50 / 5,129 papers shown

Title
RTSeg: Real-time Semantic Segmentation Comparative Study Mennatullah Siam M. Gamal Moemen Abdel-Razek S. Yogamani Martin Jägersand SSeg 27 116 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 9 194 0 07 Mar 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 11 1,133 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 14 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 24 19 0 05 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 61 5,652 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 25 1,529 0 28 Feb 2018
Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection Dayan Guan Yanpeng Cao Jun Liang Yanlong Cao M. Yang 3DH 17 251 0 27 Feb 2018
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs Andres Milioto C. Stachniss SSeg 43 86 0 25 Feb 2018
Locally Adaptive Learning Loss for Semantic Image Segmentation Jinjiang Guo Pengyuan Ren Aiguo Gu Jian Xu Weixin Wu SSeg 18 3 0 23 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 24 547 0 22 Feb 2018
Camera-based vehicle velocity estimation from monocular video Moritz Kampelmühler M. Müller Christoph Feichtenhofer 15 28 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 15 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 28 724 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 34 12,936 0 07 Feb 2018
Joint Attention in Driver-Pedestrian Interaction: from Theory to Practice Amir Rasouli John K. Tsotsos 35 32 0 07 Feb 2018
Explicit Inductive Bias for Transfer Learning with Convolutional Networks Xuhong Li Yves Grandvalet Franck Davoine SSL 30 348 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 33 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 35 81 0 01 Feb 2018
Object category learning and retrieval with weak supervision Steven Hickson A. Angelova Irfan Essa Rahul Sukthankar OCL 14 7 0 26 Jan 2018
SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation Wenqiang Xu Yong-Lu Li Cewu Lu ISeg 49 2 0 26 Jan 2018
Vehicle Detection in Aerial Images M. Yang Wentong Liao Xinbo Li Bodo Rosenhahn ObjD 19 73 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 Daniel Cremers Alexey Dosovitskiy Thomas Brox OOD 26 213 0 19 Jan 2018
Long-term Visual Localization using Semantically Segmented Images Erik Stenborg Carl Toft Lars Hammarstrand 17 111 0 16 Jan 2018
Autonomous Driving in Reality with Reinforcement Learning and Image Translation N. Xu Bowen Tan Bingyu Kong 16 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 22 11 0 10 Jan 2018
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Peilun Li Xiaodan Liang Daoyuan Jia Eric Xing 23 94 0 05 Jan 2018
Object Referring in Videos with Language and Human Gaze A. Vasudevan Dengxin Dai Luc Van Gool VOS 33 73 0 04 Jan 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 53 1,415 0 03 Jan 2018
Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video Aljosa Osep P. Voigtlaender Jonathon Luiten Stefan Breuers Bastian Leibe ObjD 45 11 0 23 Dec 2017
Estimating the Success of Unsupervised Image to Image Translation Sagie Benaim Tomer Galanti Lior Wolf SSL 23 0 0 21 Dec 2017
On the Diversity of Realistic Image Synthesis Zichen Yang Haifeng Liu Deng Cai 27 6 0 20 Dec 2017
Panoramic Robust PCA for Foreground-Background Separation on Noisy, Free-Motion Camera Video Brian E. Moore Chen Gao R. Nadakuditi 44 38 0 18 Dec 2017
Spatial As Deep: Spatial CNN for Traffic Scene Understanding Xingang Pan Jianping Shi Ping Luo Xiaogang Wang Xiaoou Tang 3DPC 49 977 0 17 Dec 2017
Semantic Visual Localization Johannes L. Schonberger Marc Pollefeys Andreas Geiger Torsten Sattler 47 258 0 15 Dec 2017
Self-Supervised Relative Depth Learning for Urban Scene Understanding Huaizu Jiang Erik Learned-Miller Gustav Larsson Michael Maire Gregory Shakhnarovich OOD SSL 26 9 0 13 Dec 2017
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 31 351 0 06 Dec 2017
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images Tribhuvanesh Orekondy Mario Fritz Bernt Schiele PICV 24 80 0 04 Dec 2017
Real-time Semantic Image Segmentation via Spatial Sparsity Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 39 64 0 01 Dec 2017
Learning Depth from Monocular Videos using Direct Methods Chaoyang Wang J. M. Buenaposada Rui Zhu Simon Lucey MDE 46 578 0 01 Dec 2017
Paris-Lille-3D: a large and high-quality ground truth urban point cloud dataset for automatic segmentation and classification Xavier Roynard Jean-Emmanuel Deschaud F. Goulette 3DPC 3DV 27 280 0 30 Nov 2017
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 69 1,344 0 30 Nov 2017
Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation Chao Wang Haiyong Zheng Zhibin Yu Ziqiang Zheng Zhaorui Gu Bing Zheng SSeg GAN 32 56 0 27 Nov 2017
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty Apratim Bhattacharyya Mario Fritz Bernt Schiele 35 201 0 24 Nov 2017
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss Simon Meister Junhwa Hur Stefan Roth 3DPC 37 575 0 21 Nov 2017
Minimizing Supervision for Free-space Segmentation Satoshi Tsutsui Tommi Kerola Shunta Saito David J. Crandall 36 22 0 16 Nov 2017
Object Referring in Visual Scene with Spoken Language A. Vasudevan Dengxin Dai Luc Van Gool 37 18 0 10 Nov 2017
Predicting Scene Parsing and Motion Dynamics in the Future Xiaojie Jin Huaxin Xiao Xiaohui Shen Jimei Yang Zhe Lin Yunpeng Chen Zequn Jie Jiashi Feng Shuicheng Yan 22 76 0 09 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 80 2,977 0 08 Nov 2017
Moonshine: Distilling with Cheap Convolutions Elliot J. Crowley Gavia Gray Amos Storkey 33 120 0 07 Nov 2017