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
Semantic Segmentation with Scarce Data Isay Katsman Rohun Tripathi Andreas Veit Serge J. Belongie 11 0 0 02 Jul 2018
Active Testing: An Efficient and Robust Framework for Estimating Accuracy P. Nguyen Deva Ramanan Charless C. Fowlkes VLM 24 12 0 02 Jul 2018
Towards real-time unsupervised monocular depth estimation on CPU Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia MDE 21 156 0 29 Jun 2018
Excavate Condition-invariant Space by Intrinsic Encoder Jian Xu Chunheng Wang Cunzhao Shi Baihua Xiao BDL 27 1 0 29 Jun 2018
Accurate and efficient video de-fencing using convolutional neural networks and temporal information Chen Du Byeongkeun Kang Zheng Xu Ji Dai Truong Thao Nguyen 16 19 0 28 Jun 2018
Differentiable Learning-to-Normalize via Switchable Normalization Ping Luo Jiamin Ren Zhanglin Peng Ruimao Zhang Jingyu Li 11 176 0 28 Jun 2018
Collaborative Annotation of Semantic Objects in Images with Multi-granularity Supervisions Lishi Zhang Chenghan Fu Jia Li 30 8 0 27 Jun 2018
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 18 75 0 26 Jun 2018
Efficient Semantic Segmentation using Gradual Grouping Nikitha Vallurupalli Sriharsha Annamaneni G. Varma C. V. Jawahar Manu Mathew S. Nagori SSeg 14 12 0 22 Jun 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 24 81 0 20 Jun 2018
iCLAP: Shape Recognition by Combining Proprioception and Touch Sensing Shan Luo Wenxuan Mou K. Althoefer Hongbin Liu 3DPC 25 38 0 19 Jun 2018
Semantic Video Segmentation: A Review on Recent Approaches M. H. Saffar Mohsen Fayyaz Mohammad Sabokrou M. Fathy 20 11 0 16 Jun 2018
One-Shot Unsupervised Cross Domain Translation Sagie Benaim Lior Wolf 29 130 0 15 Jun 2018
On Machine Learning and Structure for Mobile Robots Markus Wulfmeier 27 6 0 15 Jun 2018
A Probabilistic U-Net for Segmentation of Ambiguous Images Simon A. A. Kohl Bernardino Romera-Paredes Clemens Meyer J. Fauw J. Ledsam Klaus H. Maier-Hein S. M. Ali Eslami Danilo Jimenez Rezende Olaf Ronneberger UQCV SSeg 47 569 0 13 Jun 2018
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features Xiang Wang Shaodi You Xi Li Huimin Ma 38 301 0 12 Jun 2018
DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block Wei Jiang Yan Wu 22 17 0 11 Jun 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 16 89 0 08 Jun 2018
PatchFCN for Intracranial Hemorrhage Detection Weicheng Kuo Christian Häne E. Yuh P. Mukherjee Jitendra Malik 14 16 0 08 Jun 2018
JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets Yunchen Pu Shuyang Dai Zhe Gan Weiyao Wang Guoyin Wang Yizhe Zhang Ricardo Henao Lawrence Carin GAN OOD 37 41 0 08 Jun 2018
Efficient semantic image segmentation with superpixel pooling Mathijs Schuurmans Maxim Berman Matthew B. Blaschko SSeg 27 20 0 07 Jun 2018
Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images Vlad Taran N. Gordienko Yuriy Kochura Yuri G. Gordienko Oleksandr Rokovyi Oleg Alienin S. Stirenko SSeg 21 10 0 05 Jun 2018
Digging Into Self-Supervised Monocular Depth Estimation Clément Godard Oisin Mac Aodha Michael Firman Gabriel J. Brostow MDE SSL 25 6 0 04 Jun 2018
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation Jindong Jiang Lunan Zheng Fei Luo Zhijun Zhang 3DPC SSeg 19 212 0 04 Jun 2018
Bayesian Semantic Instance Segmentation in Open Set World Trung T. Pham G. VijayKumarB. Thanh-Toan Do G. Carneiro Ian Reid VLM ISeg BDL 16 35 0 04 Jun 2018
TernausNetV2: Fully Convolutional Network for Instance Segmentation V. Iglovikov Selim S. Seferbekov A. Buslaev Alexey A. Shvets SSeg 16 157 0 03 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 25 49 0 02 Jun 2018
Semantic Road Layout Understanding by Generative Adversarial Inpainting Lorenzo Berlincioni Federico Becattini L. Galteri Lorenzo Seidenari A. Bimbo 36 14 0 29 May 2018
Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency Liqian Ma Xu Jia Stamatios Georgoulis Tinne Tuytelaars Luc Van Gool 31 140 0 28 May 2018
CerfGAN: A Compact, Effective, Robust, and Fast Model for Unsupervised Multi-Domain Image-to-Image Translation Xiao Liu Shengchuan Zhang Hong Liu Xin Liu Cheng Deng Rongrong Ji 199 1 0 28 May 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 27 839 0 25 May 2018
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation Anurag Ranjan Varun Jampani Lukas Balles Kihwan Kim Deqing Sun Jonas Wulff Michael J. Black SSL 37 586 0 24 May 2018
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection Markus Braun Sebastian Krebs F. Flohr D. Gavrila ObjD 24 226 0 18 May 2018
Recurrent Neural Network for Learning DenseDepth and Ego-Motion from Video Rui Wang Jan-Michael Frahm Stephen M. Pizer 3DV MDE 27 9 0 17 May 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 19 246 0 16 May 2018
Cross-connected Networks for Multi-task Learning of Detection and Segmentation Seiichiro Fukuda Ryota Yoshihashi Rei Kawakami Shaodi You M. Iida T. Naemura 21 15 0 15 May 2018
DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map Peng Wang Ruigang Yang Binbin Cao Wenyuan Xu Yuanqing Lin 3DPC 39 58 0 13 May 2018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 75 2,096 0 12 May 2018
ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time Rudra P. K. Poudel Ujwal D. Bonde Stephan Liwicki Christopher Zach SSeg 38 230 0 11 May 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing Dan Xu Wanli Ouyang Xiaogang Wang N. Sebe MoE 27 475 0 11 May 2018
Iteratively Trained Interactive Segmentation Sabarinath Mahadevan P. Voigtlaender Bastian Leibe VLM 18 120 0 11 May 2018
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting Yuhang Song Chao Yang Yeji Shen Peng Wang Qin Huang C.-C. Jay Kuo 35 175 0 09 May 2018
Learning image-to-image translation using paired and unpaired training samples S. Tripathy Arno Solin Esa Rahtu 30 42 0 08 May 2018
Verisimilar Percept Sequences Tests for Autonomous Driving Intelligent Agent Assessment Thomio Watanabe D. Wolf 19 8 0 07 May 2018
Failure Prediction for Autonomous Driving Simon Hecker Dengxin Dai Luc Van Gool 28 57 0 04 May 2018
Transferring GANs: generating images from limited data Yaxing Wang Chenshen Wu Luis Herranz Joost van de Weijer Abel Gonzalez-Garcia Bogdan Raducanu 33 283 0 04 May 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 52 40 0 03 May 2018
Fused Deep Neural Networks for Efficient Pedestrian Detection Xianzhi Du Mostafa El-Khamy Vlad I. Morariu Jungwon Lee L. Davis 11 33 0 02 May 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 225 675 0 30 Apr 2018
Semi-parametric Image Synthesis Xiaojuan Qi Qifeng Chen Jiaya Jia V. Koltun 19 169 0 29 Apr 2018