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
Empty Cities: Image Inpainting for a Dynamic-Object-Invariant Space Berta Bescós José Neira Roland Siegwart Cesar Cadena 27 25 0 20 Sep 2018
MASON: A Model AgnoStic ObjectNess Framework K. J. Joseph V. Balasubramanian OCL 8 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 39 116 0 19 Sep 2018
Counting the uncountable: deep semantic density estimation from Space Andrés C. Rodríguez Jan Dirk Wegner 10 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 19 66 0 19 Sep 2018
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 38 1,943 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 33 189 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 17 28 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 37 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 32 222 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 10 145 0 16 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 21 27 0 14 Sep 2018
On Offline Evaluation of Vision-based Driving Models Felipe Codevilla Antonio M. López V. Koltun Alexey Dosovitskiy OffRL 20 102 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 31 148 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 16 54 0 13 Sep 2018
Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective W. Zhou Alex Zyner Stewart Worrall E. Nebot 22 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 24 408 0 11 Sep 2018
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation Xiao-Yun Zhou Guang-Zhong Yang 18 77 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 27 29 0 11 Sep 2018
Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer Jonathan C. Balloch Varun Agrawal Irfan Essa Sonia Chernova 40 13 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 29 123 0 10 Sep 2018
Dual Attention Network for Scene Segmentation J. Fu Jiaheng Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 98 5,060 0 09 Sep 2018
Visual Relationship Prediction via Label Clustering and Incorporation of Depth Information Hsuan-Kung Yang A. Cheng Kuan-Wei Ho Tsu-Jui Fu Chun-Yi Lee VLM 14 4 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 19 4 0 06 Sep 2018
Structural Consistency and Controllability for Diverse Colorization Safa Messaoud David A. Forsyth Alex Schwing DiffM 19 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 38 472 0 05 Sep 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 25 600 0 04 Sep 2018
Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation Xinge Zhu Hui Zhou Ceyuan Yang Jianping Shi Dahua Lin 22 104 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 16 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 18 86 0 28 Aug 2018
Smoothed Dilated Convolutions for Improved Dense Prediction Zhengyang Wang Shuiwang Ji 27 160 0 27 Aug 2018
Stereo 3D Object Trajectory Reconstruction Sebastian Bullinger C. Bodensteiner Michael Arens Rainer Stiefelhagen 22 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 35 139 0 27 Aug 2018
Learning Hierarchical Semantic Image Manipulation through Structured Representations Seunghoon Hong Xinchen Yan Thomas E. Huang Honglak Lee OCL 23 84 0 22 Aug 2018
Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning Yadan Luo Ziwei Wang Zi Huang Yang Yang Cong Zhao 24 23 0 22 Aug 2018
Video-to-Video Synthesis Ting-Chun Wang Ming Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 39 985 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 30 206 0 20 Aug 2018
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images Osama Makansi Eddy Ilg Thomas Brox 3DPC 38 6 0 20 Aug 2018
Concept Mask: Large-Scale Segmentation from Semantic Concepts Yufei Wang Zhe Lin Xiaohui Shen Jianming Zhang Scott D. Cohen VLM 21 2 0 18 Aug 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 32 296 0 15 Aug 2018
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams Lukas Cavigelli Luca Benini 27 26 0 15 Aug 2018
Cross-view image synthesis using geometry-guided conditional GANs Krishna Regmi Ali Borji GAN 29 55 0 14 Aug 2018
Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation Chengyang Li Dan Song Ruofeng Tong Min Tang 16 150 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 21 42 0 14 Aug 2018
Learning Linear Transformations for Fast Arbitrary Style Transfer Xueting Li Sifei Liu Jan Kautz Ming-Hsuan Yang 19 109 0 14 Aug 2018
Fast Convergence for Object Detection by Learning how to Combine Error Functions Benjamin Schnieders K. Tuyls ObjD 27 4 0 13 Aug 2018
Fast, Better Training Trick -- Random Gradient Jiakai Wei ODL 13 2 0 13 Aug 2018
3D Geometry-Aware Semantic Labeling of Outdoor Street Scenes Yiran Zhong Yuchao Dai Hongdong Li 3DPC 16 12 0 13 Aug 2018
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos Bo Xiong S. Jain Kristen Grauman VOS 29 32 0 11 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 25 242 0 11 Aug 2018