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
Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild Nima Sedaghat Mohammadreza Zolfaghari Thomas Brox 155 16 0 12 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 683 1,553 0 12 Dec 2016
Boundary-aware Instance Segmentation Zeeshan Hayder Xuming He Mathieu Salzmann ISeg 165 32 0 09 Dec 2016
Predicting Ground-Level Scene Layout from Aerial Imagery Menghua Zhai Zachary Bessinger Scott Workman Nathan Jacobs 220 253 0 08 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Yi Xu Feng Yu Trevor Darrell OOD 228 821 0 08 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 187 170 0 05 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 1.1K 13,293 0 04 Dec 2016
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao Feng Yu Trevor Darrell 319 850 0 04 Dec 2016
Procedural Generation of Videos to Train Deep Action Recognition Networks César Roberto de Souza Adrien Gaidon Yohann Cabon A. Peña 174 148 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 148 183 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 184 192 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 143 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 272 114 0 01 Dec 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 817 1,626 0 30 Nov 2016
Surveillance Video Parsing with Single Frame Supervision Si Liu Changhu Wang Ruihe Qian Han Yu Renda Bao 123 62 0 29 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 291 579 0 24 Nov 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 256 543 0 24 Nov 2016
InstanceCut: from Edges to Instances with MultiCut Alexander Kirillov Evgeny Levinkov Bjoern Andres Bogdan Savchynskyy Carsten Rother SSeg 159 261 0 24 Nov 2016
Learning Where to Attend Like a Human Driver Andrea Palazzi Francesco Solera Simone Calderara S. Alletto Rita Cucchiara 181 10 0 24 Nov 2016
Deep Feature Flow for Video Recognition Xizhou Zhu Yuwen Xiong Jifeng Dai Lu Yuan Yichen Wei 298 620 0 23 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 814 21,236 0 21 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 435 3,024 0 20 Nov 2016
Expert Gate: Lifelong Learning with a Network of Experts Rahaf Aljundi Punarjay Chakravarty Tinne Tuytelaars CLL 266 715 0 18 Nov 2016
Convolutional Gated Recurrent Networks for Video Segmentation Mennatullah Siam Sepehr Valipour Martin Jägersand Nilanjan Ray VOS 280 104 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 155 108 0 14 Nov 2016
StuffNet: Using 'Stuff' to Improve Object Detection Samarth Brahmbhatt H. Christensen James Hays 3DPC ObjD 196 22 0 19 Oct 2016
Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2016 Xianzhi Du Mostafa El-Khamy Jungwon Lee L. Davis 134 280 0 11 Oct 2016
Impatient DNNs - Deep Neural Networks with Dynamic Time BudgetsBritish Machine Vision Conference (BMVC), 2016 Manuel Amthor E. Rodner Joachim Denzler 179 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 297 475 0 06 Oct 2016
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?IEEE International Conference on Robotics and Automation (ICRA), 2016 Matthew Johnson-Roberson Charlie Barto Rounak Mehta S. N. Sridhar Karl Rosaen Ram Vasudevan 273 675 0 06 Oct 2016
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban AutonomyIEEE International Conference on Robotics and Automation (ICRA), 2016 Dan Barnes William P. Maddern Ingmar Posner SSeg 145 129 0 05 Oct 2016
Can Ground Truth Label Propagation from Video help Semantic Segmentation? Siva Karthik Mustikovela M. Yang Carsten Rother 172 36 0 03 Oct 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 663 3,100 0 13 Sep 2016
DAiSEE: Towards User Engagement Recognition in the Wild Abhay Gupta Arjun DĆunha Kamal N. Awasthi V. Balasubramanian 241 167 0 07 Sep 2016
Semantic Understanding of Scenes through the ADE20K DatasetInternational Journal of Computer Vision (IJCV), 2016 Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 643 2,129 0 18 Aug 2016
Clockwork Convnets for Video Semantic Segmentation Evan Shelhamer Kate Rakelly Judy Hoffman Trevor Darrell 173 207 0 11 Aug 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 257 2,153 0 07 Aug 2016
Play and Learn: Using Video Games to Train Computer Vision Models Alireza Shafaei James J. Little Mark Schmidt 132 113 0 05 Aug 2016
Semantically Guided Depth Upsampling N. Schneider Lukas Schneider Peter Pinggera Uwe Franke Marc Pollefeys Christoph Stiller MDE 132 79 0 02 Aug 2016
Joint Optical Flow and Temporally Consistent Semantic Segmentation Junhwa Hur Stefan Roth 156 72 0 26 Jul 2016
Multi-level Contextual RNNs with Attention Model for Scene Labeling Heng Fan Xue Mei Danil Prokhorov Haibin Ling 182 50 0 08 Jul 2016
Can we unify monocular detectors for autonomous driving by using the pixel-wise semantic segmentation of CNNs? Eduardo Romera L. Bergasa R. Arroyo SSeg 90 24 0 04 Jul 2016
Deep Learning Markov Random Field for Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 Ziwei Liu Xiaoxiao Li Ping Luo Chen Change Loy Xiaoou Tang 3DV 203 164 0 23 Jun 2016
Past, Present, and Future of Simultaneous Localization And Mapping: Towards the Robust-Perception Age Cesar Cadena Luca Carlone Henry Carrillo Yasir Latif Davide Scaramuzza José Neira Ian Reid J. Leonard 547 3,109 0 19 Jun 2016
Visual-Inertial-Semantic Scene Representation for 3-D Object Detection Jingming Dong Xiaohan Fei Stefano Soatto 3DPC 193 0 0 13 Jun 2016
Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery Jamie Sherrah SSeg 140 381 0 08 Jun 2016
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 584 2,233 0 07 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 953 19,912 0 02 Jun 2016
Model-driven Simulations for Deep Convolutional Neural Networks V. S. Veeravasarapu Constantin Rothkopf Visvanathan Ramesh VGen 97 19 0 31 May 2016
Kernel Mean Embedding of Distributions: A Review and Beyond Krikamol Muandet Stef Garasto C. Cantwell Bernhard Schölkopf 173 21 0 31 May 2016