The Cityscapes Dataset for Semantic Urban Scene Understanding

6 April 2016

Bernt Schiele

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

50 / 2,122 papers shown

Title
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 15 161 0 02 Apr 2018
Predicting Future Instance Segmentation by Forecasting Convolutional Features Pauline Luc Camille Couprie Yann LeCun Jakob Verbeek 22 91 0 30 Mar 2018
Learning to Look around Objects for Top-View Representations of Outdoor Scenes S. Schulter Menghua Zhai Nathan Jacobs Manmohan Chandraker SSL 3DPC 36 86 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 16 191 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 27 164 0 27 Mar 2018
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 69 1,411 0 24 Mar 2018
Monocular Depth Estimation by Learning from Heterogeneous Datasets A. Gurram O. Urfalioglu Ibrahim Halfaoui Fahd Bouzaraa Antonio M. López MDE 26 14 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 19 100 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 43 778 0 19 Mar 2018
MergeNet: A Deep Net Architecture for Small Obstacle Discovery Krishnam Gupta Syed Ashar Javed Vineet Gandhi Madhava Krishna 17 25 0 17 Mar 2018
Learning to Cluster for Proposal-Free Instance Segmentation Yen-Chang Hsu Zheng Xu Z. Kira Jiawei Huang SSeg 24 54 0 17 Mar 2018
Complex Urban LiDAR Data Set Jinyong Jeong Younggun Cho Young-sik Shin Hyun Chul Roh Ayoung Kim 3DV 6 44 0 16 Mar 2018
Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation Panagiotis Meletis Gijs Dubbelman SSeg 15 63 0 15 Mar 2018
ShuffleSeg: Real-time Semantic Segmentation Network M. Gamal Mennatullah Siam Moemen Abdel-Razek SSeg 33 59 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 29 47 0 10 Mar 2018
Cross-View Image Synthesis using Conditional GANs Krishna Regmi Ali Borji GAN 43 184 0 09 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
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 5,651 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 14 251 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
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 34 12,911 0 07 Feb 2018
Explicit Inductive Bias for Transfer Learning with Convolutional Networks Xuhong Li Yves Grandvalet Franck Davoine SSL 24 348 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 27 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 29 81 0 01 Feb 2018
Long-term Visual Localization using Semantically Segmented Images Erik Stenborg Carl Toft Lars Hammarstrand 9 111 0 16 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
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 42 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 29 976 0 17 Dec 2017
Semantic Visual Localization Johannes L. Schonberger Marc Pollefeys Andreas Geiger Torsten Sattler 38 258 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
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 37 578 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 66 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-nan Lin Yunpeng Chen Zequn Jie Jiashi Feng Shuicheng Yan 20 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 27 120 0 07 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 25 284 0 05 Nov 2017
Scene Parsing with Global Context Embedding Wei-Chih Hung Yi-Hsuan Tsai Xiaohui Shen Zhe-nan Lin Kalyan Sunkavalli Xin Lu Ming-Hsuan Yang 21 54 0 17 Oct 2017