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
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 25 284 0 05 Nov 2017
Scene Parsing with Global Context Embedding Wei-Chih Hung Yi-Hsuan Tsai Xiaohui Shen Zhe Lin Kalyan Sunkavalli Xin Lu Ming-Hsuan Yang 24 54 0 17 Oct 2017
Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications Apostolia Tsirikoglou J. Kronander Magnus Wrenninge Jonas Unger 3DV 38 78 0 17 Oct 2017
weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming Inkyu Sa Zetao Chen Marija Popović R. Khanna F. Liebisch Juan I. Nieto Roland Siegwart 24 266 0 11 Sep 2017
Learning Dilation Factors for Semantic Segmentation of Street Scenes Yang He Margret Keuper Bernt Schiele Mario Fritz SSeg 19 8 0 06 Sep 2017
SeDAR - Semantic Detection and Ranging: Humans can localise without LiDAR, can robots? Oscar Alejandro Mendez Maldonado Simon Hadfield N. Pugeault Richard Bowden 20 33 0 05 Sep 2017
WESPE: Weakly Supervised Photo Enhancer for Digital Cameras Andrey D. Ignatov Nikolay Kobyshev Radu Timofte K. Vanhoey Luc Van Gool DiffM 31 171 0 04 Sep 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 49 1,089 0 25 Aug 2017
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 59 824 0 22 Aug 2017
Multi-View Stereo with Single-View Semantic Mesh Refinement Andrea Romanoni Marco Ciccone Francesco Visin Matteo Matteucci 3DV 11 20 0 16 Aug 2017
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 57 443 0 08 Aug 2017
Generative Semantic Manipulation with Contrasting GAN Xiaodan Liang Huatian Zhang Eric Xing GAN 23 53 0 01 Aug 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 26 946 0 28 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 124 166 0 08 Jul 2017
Advanced Steel Microstructural Classification by Deep Learning Methods Seyedmajid Azimi D. Britz M. Engstler Mario Fritz F. Mücklich 21 359 0 20 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 18 1,367 0 14 Jun 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 34 1,613 0 28 May 2017
Recurrent Scene Parsing with Perspective Understanding in the Loop Shu Kong Charless C. Fowlkes SSeg MDE 17 105 0 20 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 99 3,076 0 19 May 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 28 341 0 27 Apr 2017
Unsupervised Learning of Depth and Ego-Motion from Video Tinghui Zhou Matthew A. Brown Noah Snavely D. Lowe MDE 76 2,558 0 25 Apr 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 34 1,270 0 22 Apr 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 36 558 0 20 Apr 2017
Universal Adversarial Perturbations Against Semantic Image Segmentation J. H. Metzen Mummadi Chaithanya Kumar Thomas Brox Volker Fischer AAML 30 287 0 19 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 10 787 0 18 Apr 2017
CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data Lukas Cavigelli Philippe Degen Luca Benini BDL 25 51 0 14 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 30 116 0 10 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 61 5,554 0 30 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 23 242 0 22 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 104 5,262 0 17 Mar 2017
Learning Rank Reduced Interpolation with Principal Component Analysis M. Ochs H. Bradler Rudolf Mester 24 2 0 15 Mar 2017
Adversarial Examples for Semantic Image Segmentation Volker Fischer Mummadi Chaithanya Kumar J. H. Metzen Thomas Brox SSeg GAN AAML 26 119 0 03 Mar 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 36 1,678 0 27 Feb 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 44 668 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 45 381 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 22 11 0 29 Dec 2016
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 23 222 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 25 174 0 20 Dec 2016
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 25 1,360 0 12 Dec 2016
Boundary-aware Instance Segmentation Zeeshan Hayder Xuming He Mathieu Salzmann ISeg 21 30 0 09 Dec 2016
Predicting Ground-Level Scene Layout from Aerial Imagery Menghua Zhai Zachary Bessinger Scott Workman Nathan Jacobs 43 223 0 08 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 19 786 0 08 Dec 2016
ImageNet pre-trained models with batch normalization Marcel Simon E. Rodner Joachim Denzler VLM SSeg 44 165 0 05 Dec 2016
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao Feng Yu Trevor Darrell 44 822 0 04 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 24 178 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 36 186 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 37 10 0 01 Dec 2016
Video Scene Parsing with Predictive Feature Learning Xiaojie Jin Xiaolong Li Huaxin Xiao Xiaohui Shen Zhe Lin ... Jian Dong Luoqi Liu Zequn Jie Jiashi Feng Shuicheng Yan 40 111 0 01 Dec 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 260 1,495 0 30 Nov 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 35 562 0 24 Nov 2016