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
DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block Wei Jiang Yan Wu 64 17 0 11 Jun 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 62 90 0 08 Jun 2018
PatchFCN for Intracranial Hemorrhage Detection Weicheng Kuo Christian Häne E. Yuh P. Mukherjee Jitendra Malik 42 17 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 88 41 0 08 Jun 2018
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation Jindong Jiang Lunan Zheng Fei Luo Zhijun Zhang 3DPC SSeg 129 217 0 04 Jun 2018
TernausNetV2: Fully Convolutional Network for Instance Segmentation V. Iglovikov Selim S. Seferbekov A. Buslaev Alexey A. Shvets SSeg 105 157 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 157 51 0 02 Jun 2018
Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency Liqian Ma Xu Jia Stamatios Georgoulis Tinne Tuytelaars Luc Van Gool 92 141 0 28 May 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 198 852 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 76 592 0 24 May 2018
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection Markus Braun Sebastian Krebs F. Flohr D. Gavrila ObjD 88 230 0 18 May 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 74 256 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 38 16 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 89 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 357 2,171 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 81 232 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 92 481 0 11 May 2018
Iteratively Trained Interactive Segmentation Sabarinath Mahadevan P. Voigtlaender Bastian Leibe VLM 110 122 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 95 176 0 09 May 2018
Learning image-to-image translation using paired and unpaired training samples S. Tripathy Arno Solin Esa Rahtu 64 42 0 08 May 2018
Verisimilar Percept Sequences Tests for Autonomous Driving Intelligent Agent Assessment Thomio Watanabe D. Wolf 27 8 0 07 May 2018
Failure Prediction for Autonomous Driving Simon Hecker Dengxin Dai Luc Van Gool 100 58 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 128 287 0 04 May 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 99 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 46 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 289 689 0 30 Apr 2018
Semi-parametric Image Synthesis Xiaojuan Qi Qifeng Chen Jiaya Jia V. Koltun 68 171 0 29 Apr 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 91 56 0 27 Apr 2018
Boosting LiDAR-based Semantic Labeling by Cross-Modal Training Data Generation Florian Piewak Peter Pinggera Manuel Schäfer David Peter Beate Schwarz N. Schneider D. Pfeiffer Markus Enzweiler Johann Marius Zöllner 3DPC 67 63 0 26 Apr 2018
Driving Policy Transfer via Modularity and Abstraction Matthias Muller Alexey Dosovitskiy Guohao Li V. Koltun 105 225 0 25 Apr 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 75 763 0 25 Apr 2018
MVTec D2S: Densely Segmented Supermarket Dataset P. Follmann T. Böttger Philipp Härtinger Rebecca König Markus Ulrich 3DV 75 81 0 23 Apr 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 238 354 0 23 Apr 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 71 263 0 16 Apr 2018
Semantic Single-Image Dehazing Ziang Cheng Shaodi You V. Ila Hongdong Li 61 17 0 16 Apr 2018
LoST? Appearance-Invariant Place Recognition for Opposite Viewpoints using Visual Semantics Sourav Garg Niko Sünderhauf Michael Milford 99 122 0 16 Apr 2018
Dual CNN Models for Unsupervised Monocular Depth Estimation Vamshi Krishna Repala S. Dubey MDE 89 38 0 16 Apr 2018
Towards Safe Autonomous Driving: Capture Uncertainty in the Deep Neural Network For Lidar 3D Vehicle Detection Di Feng Lars Rosenbaum Klaus C. J. Dietmayer 3DPC UQCV 81 248 0 13 Apr 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 154 2,491 0 12 Apr 2018
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing Jian-jun Zhao Jianshu Li Yu Cheng Li Zhou Terence Sim Shuicheng Yan Jiashi Feng 137 175 0 10 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 84 563 0 09 Apr 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 90 101 0 09 Apr 2018
POL-LWIR Vehicle Detection: Convolutional Neural Networks Meet Polarised Infrared Sensors Marcel Sheeny Andrew M. Wallace Mehryar Emambakhsh Sen Wang B. Connor 29 17 0 07 Apr 2018
Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks Chenyang Lu M. V. D. van de Molengraft Gijs Dubbelman 69 164 0 06 Apr 2018
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond Xi Ouyang Yu Cheng Yi Ding Chun-Liang Li Pan Zhou GAN 105 73 0 05 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 117 128 0 03 Apr 2018
Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection Jiale Cao Yanwei Pang Xuelong Li 61 11 0 03 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 99 162 0 02 Apr 2018
Predicting Future Instance Segmentation by Forecasting Convolutional Features Pauline Luc Camille Couprie Yann LeCun Jakob Verbeek 90 92 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 92 86 0 28 Mar 2018