v1v2 (latest)

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
Improved Semantic Stixels via Multimodal Sensor Fusion Florian Piewak Peter Pinggera Markus Enzweiler D. Pfeiffer Johann Marius Zöllner 76 7 0 24 Sep 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 72 46 0 21 Sep 2018
Empty Cities: Image Inpainting for a Dynamic-Object-Invariant Space Berta Bescós José Neira Roland Siegwart Cesar Cadena 66 25 0 20 Sep 2018
MASON: A Model AgnoStic ObjectNess Framework K. J. Joseph V. Balasubramanian OCL 47 2 0 20 Sep 2018
Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems Yu Yao Mingze Xu Chiho Choi David J. Crandall E. Atkins Behzad Dariush EgoV 68 118 0 19 Sep 2018
Counting the uncountable: deep semantic density estimation from Space Andrés C. Rodríguez Jan Dirk Wegner 46 24 0 19 Sep 2018
Faster Training of Mask R-CNN by Focusing on Instance Boundaries Roland S. Zimmermann Julien N. Siems ISeg SSeg ObjD 61 68 0 19 Sep 2018
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 216 2,012 0 18 Sep 2018
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin SSeg 152 195 0 17 Sep 2018
Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation Alexandra Carlson Katherine A. Skinner Ram Vasudevan Matthew Johnson-Roberson ViT 53 29 0 17 Sep 2018
Real-Time Dense Mapping for Self-driving Vehicles using Fisheye Cameras Zhaopeng Cui Lionel Heng Y. Yeo Andreas Geiger Marc Pollefeys Torsten Sattler MDE 96 38 0 17 Sep 2018
Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Kun Zhang Dacheng Tao GAN 124 228 0 16 Sep 2018
GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks Yasin Almalioglu Muhamad Risqi U. Saputra Pedro Porto Buarque de Gusmão Andrew Markham A. Trigoni GAN MDE 109 146 0 16 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 67 27 0 14 Sep 2018
On Offline Evaluation of Vision-based Driving Models Felipe Codevilla Antonio M. López V. Koltun Alexey Dosovitskiy OffRL 87 103 0 13 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 106 148 0 13 Sep 2018
DispSegNet: Leveraging Semantics for End-to-End Learning of Disparity Estimation from Stereo Imagery Junming Zhang Katherine A. Skinner Ram Vasudevan Matthew Johnson-Roberson 84 55 0 13 Sep 2018
Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective W. Zhou Alex Zyner Stewart Worrall E. Nebot 61 21 0 13 Sep 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction Liang-Chieh Chen Maxwell D. Collins Yukun Zhu George Papandreou Barret Zoph Florian Schroff Hartwig Adam Jonathon Shlens 3DV 97 412 0 11 Sep 2018
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation Xiao-Yun Zhou Guang-Zhong Yang 105 80 0 11 Sep 2018
Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions M. Wagner H. Basevi Rakshith Shetty Wenbin Li Mateusz Malinowski M. Fritz A. Leonardis 68 29 0 11 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 158 126 0 10 Sep 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 333 5,134 0 09 Sep 2018
Obstacle Detection Quality as a Problem-Oriented Approach to Stereo Vision Algorithms Estimation in Road Situation Analysis A. Smagina Denis Shepelev E. Ershov A. Grigoryev 31 5 0 06 Sep 2018
Structural Consistency and Controllability for Diverse Colorization Safa Messaoud David A. Forsyth Alex Schwing DiffM 81 47 0 06 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 72 477 0 05 Sep 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 95 605 0 04 Sep 2018
Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation Xinge Zhu Hui Zhou Ceyuan Yang Jianping Shi Dahua Lin 76 105 0 04 Sep 2018
Learning to Navigate Autonomously in Outdoor Environments : MAVNet Saumya Kumaar Saksena Arpit Sangotra Sudakshin Kumar Mayank Gupta B. Navaneethkrishnan S. Omkar SSL 30 6 0 02 Sep 2018
3D-Aware Scene Manipulation via Inverse Graphics Shunyu Yao T. Hsu Jun-Yan Zhu Jiajun Wu Antonio Torralba William T. Freeman J. Tenenbaum 3DPC 3DV 124 86 0 28 Aug 2018
Smoothed Dilated Convolutions for Improved Dense Prediction Zhengyang Wang Shuiwang Ji 79 166 0 27 Aug 2018
Stereo 3D Object Trajectory Reconstruction Sebastian Bullinger C. Bodensteiner Michael Arens Rainer Stiefelhagen 42 4 0 27 Aug 2018
HMS-Net: Hierarchical Multi-scale Sparsity-invariant Network for Sparse Depth Completion Zixuan Huang Junming Fan Shenggan Cheng Shuai Yi Xiaogang Wang Hongsheng Li 3DV 86 139 0 27 Aug 2018
Learning Hierarchical Semantic Image Manipulation through Structured Representations Seunghoon Hong Xinchen Yan Thomas E. Huang Honglak Lee OCL 96 85 0 22 Aug 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 165 993 0 20 Aug 2018
Learning Monocular Depth by Distilling Cross-domain Stereo Networks Xiaoyang Guo Hongsheng Li Shuai Yi Jimmy S. J. Ren Xiaogang Wang MDE 93 208 0 20 Aug 2018
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images Osama Makansi Eddy Ilg Thomas Brox 3DPC 67 6 0 20 Aug 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 118 298 0 15 Aug 2018
Cross-view image synthesis using geometry-guided conditional GANs Krishna Regmi Ali Borji GAN 86 55 0 14 Aug 2018
Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation Chengyang Li Dan Song Ruofeng Tong Min Tang 51 160 0 14 Aug 2018
Treepedia 2.0: Applying Deep Learning for Large-scale Quantification of Urban Tree Cover B. Cai Xiaojiang Li Ian Seiferling C. Ratti 3DV 30 42 0 14 Aug 2018
Learning Linear Transformations for Fast Arbitrary Style Transfer Xueting Li Sifei Liu Jan Kautz Ming-Hsuan Yang 69 110 0 14 Aug 2018
Fast Convergence for Object Detection by Learning how to Combine Error Functions Benjamin Schnieders K. Tuyls ObjD 49 4 0 13 Aug 2018
Fast, Better Training Trick -- Random Gradient Jiakai Wei ODL 23 2 0 13 Aug 2018
3D Geometry-Aware Semantic Labeling of Outdoor Street Scenes Yiran Zhong Yuchao Dai Hongdong Li 3DPC 67 12 0 13 Aug 2018
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos Bo Xiong S. Jain Kristen Grauman VOS 125 32 0 11 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 82 248 0 11 Aug 2018
Weakly- and Semi-Supervised Panoptic Segmentation Qizhu Li Anurag Arnab Philip Torr 117 165 0 10 Aug 2018
A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines Shuangjun Liu Sarah Ostadabbas 3DH 45 14 0 08 Aug 2018
Simultaneous Edge Alignment and Learning Zhiding Yu Weiyang Liu Yang Zou Chen Feng Srikumar Ramalingam B. Kumar Jan Kautz 92 84 0 06 Aug 2018