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
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade Xiaoxiao Li Ziwei Liu Ping Luo Chen Change Loy Xiaoou Tang 166 265 0 05 Apr 2017
The Stixel world: A medium-level representation of traffic scenes Marius Cordts Timo Rehfeld Lukas Schneider D. Pfeiffer Markus Enzweiler Stefan Roth Marc Pollefeys Uwe Franke 3DV 83 43 0 02 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 227 5,556 0 30 Mar 2017
Adversarial Examples for Semantic Segmentation and Object Detection Cihang Xie Jianyu Wang Zhishuai Zhang Yuyin Zhou Lingxi Xie Alan Yuille GAN AAML 113 937 0 24 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 113 243 0 22 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 471 27,376 0 20 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 239 5,373 0 17 Mar 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 119 1,491 0 08 Mar 2017
Adversarial Examples for Semantic Image Segmentation Volker Fischer Mummadi Chaithanya Kumar J. H. Metzen Thomas Brox SSeg GAN AAML 102 120 0 03 Mar 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 114 1,697 0 27 Feb 2017
CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang Rodrigo Benenson Bernt Schiele 115 807 0 19 Feb 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 177 672 0 09 Feb 2017
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos Enis Berk Çoban Bo Xiong Michael I. Mandel VOS 141 383 0 19 Jan 2017
From Virtual to Real World Visual Perception using Domain Adaptation -- The DPM as Example Antonio M. López Jiaolong Xu J. L. Gómez David Vazquez G. Ros 67 11 0 29 Dec 2016
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 194 224 0 28 Dec 2016
Detecting Unexpected Obstacles for Self-Driving Cars: Fusing Deep Learning and Geometric Modeling Sebastian Ramos S. Gehrig Peter Pinggera Uwe Franke Carsten Rother 189 174 0 20 Dec 2016
End-to-End Pedestrian Collision Warning System based on a Convolutional Neural Network with Semantic Segmentation Heechul Jung Min-Kook Choi Soon Kwon W. Jung 24 11 0 20 Dec 2016
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling Spyros Gidaris N. Komodakis 90 145 0 14 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 206 1,398 0 12 Dec 2016
Boundary-aware Instance Segmentation Zeeshan Hayder Xuming He Mathieu Salzmann ISeg 97 31 0 09 Dec 2016
Predicting Ground-Level Scene Layout from Aerial Imagery Menghua Zhai Zachary Bessinger Scott Workman Nathan Jacobs 122 228 0 08 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 102 791 0 08 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 104 166 0 05 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 870 12,090 0 04 Dec 2016
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao Feng Yu Trevor Darrell 175 829 0 04 Dec 2016
Procedural Generation of Videos to Train Deep Action Recognition Networks César Roberto de Souza Adrien Gaidon Yohann Cabon A. Peña 91 144 0 02 Dec 2016
TorontoCity: Seeing the World with a Million Eyes Shenlong Wang Min Bai Gellért Máttyus Hang Chu Wenjie Luo Binh Yang Justin Liang Joel Cheverie Sanja Fidler R. Urtasun 3DV ViT 77 178 0 01 Dec 2016
Learning to Generate Images of Outdoor Scenes from Attributes and Semantic Layouts Levent Karacan Zeynep Akata Aykut Erdem Erkut Erdem GAN 101 188 0 01 Dec 2016
Training Bit Fully Convolutional Network for Fast Semantic Segmentation He Wen Shuchang Zhou Zhe Liang Yuxiang Zhang Dieqiao Feng Xinyu Zhou Cong Yao MQ SSeg 83 10 0 01 Dec 2016
Video Scene Parsing with Predictive Feature Learning Xiaojie Jin Xuzhao Li Huaxin Xiao Xiaohui Shen Zhe Lin ... Jian Dong Luoqi Liu Zequn Jie Jiashi Feng Shuicheng Yan 122 112 0 01 Dec 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 651 1,533 0 30 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 107 565 0 24 Nov 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 142 525 0 24 Nov 2016
InstanceCut: from Edges to Instances with MultiCut Alexander Kirillov Evgeny Levinkov Bjoern Andres Bogdan Savchynskyy Carsten Rother SSeg 79 255 0 24 Nov 2016
Deep Feature Flow for Video Recognition Xizhou Zhu Yuwen Xiong Jifeng Dai Lu Yuan Yichen Wei 133 599 0 23 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 435 19,760 0 21 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 298 2,854 0 20 Nov 2016
Expert Gate: Lifelong Learning with a Network of Experts Rahaf Aljundi Punarjay Chakravarty Tinne Tuytelaars CLL 105 664 0 18 Nov 2016
Convolutional Gated Recurrent Networks for Video Segmentation Mennatullah Siam Sepehr Valipour Martin Jägersand Nilanjan Ray VOS 102 101 0 16 Nov 2016
Joint Graph Decomposition and Node Labeling: Problem, Algorithms, Applications Evgeny Levinkov J. Uhrig Siyu Tang Mohamed Omran Eldar Insafutdinov Alexander Kirillov Carsten Rother Thomas Brox Bernt Schiele Bjoern Andres 82 106 0 14 Nov 2016
StuffNet: Using 'Stuff' to Improve Object Detection Samarth Brahmbhatt H. Christensen James Hays 3DPC ObjD 110 22 0 19 Oct 2016
Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection Xianzhi Du Mostafa El-Khamy Jungwon Lee L. Davis 66 275 0 11 Oct 2016
Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets Manuel Amthor E. Rodner Joachim Denzler 114 17 0 10 Oct 2016
Places: An Image Database for Deep Scene Understanding Bolei Zhou A. Khosla Àgata Lapedriza Antonio Torralba A. Oliva 3DV VLM SSeg 202 460 0 06 Oct 2016
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks? Matthew Johnson-Roberson Charlie Barto Rounak Mehta S. N. Sridhar Karl Rosaen Ram Vasudevan 161 623 0 06 Oct 2016
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban Autonomy Dan Barnes William P. Maddern Ingmar Posner SSeg 122 123 0 05 Oct 2016
Can Ground Truth Label Propagation from Video help Semantic Segmentation? Siva Karthik Mustikovela M. Yang Carsten Rother 107 34 0 03 Oct 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 270 2,890 0 13 Sep 2016
DAiSEE: Towards User Engagement Recognition in the Wild Abhay Gupta Arjun DĆunha Kamal N. Awasthi V. Balasubramanian 107 147 0 07 Sep 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 430 1,903 0 18 Aug 2016