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
Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing Imagery Ryuhei Hamaguchi A. Fujita Keisuke Nemoto T. Imaizumi S. Hikosaka 116 220 0 01 Sep 2017
Automatic Discovery and Geotagging of Objects from Street View Imagery V. Krylov E. Kenny Rozenn Dahyot 75 83 0 28 Aug 2017
A Compromise Principle in Deep Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MDE 102 14 0 28 Aug 2017
Stereo DSO: Large-Scale Direct Sparse Visual Odometry with Stereo Cameras Rui Wang M. Schwörer Zorah Lähner 71 333 0 25 Aug 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 186 1,124 0 25 Aug 2017
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 208 829 0 22 Aug 2017
Multi-View Stereo with Single-View Semantic Mesh Refinement Andrea Romanoni Marco Ciccone Francesco Visin Matteo Matteucci 3DV 55 21 0 16 Aug 2017
Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation F. Saleh Mohammad Sadegh Ali Akbarian Mathieu Salzmann L. Petersson J. Álvarez VOS 87 39 0 15 Aug 2017
Semantic Video CNNs through Representation Warping Raghudeep Gadde Varun Jampani Peter V. Gehler 131 206 0 10 Aug 2017
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 168 447 0 08 Aug 2017
FoveaNet: Perspective-aware Urban Scene Parsing Xuzhao Li Zequn Jie Wei Wang Changsong Liu Jimei Yang Xiaohui Shen Zhe Lin Qiang Chen Shuicheng Yan Jiashi Feng 3DPC 82 58 0 08 Aug 2017
Depth Adaptive Deep Neural Network for Semantic Segmentation Byeongkeun Kang Yeejin Lee Truong Thao Nguyen MDE 83 59 0 05 Aug 2017
Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes Hassan Abu Alhaija Siva Karthik Mustikovela L. Mescheder Andreas Geiger Carsten Rother 3DPC 106 443 0 04 Aug 2017
Generative Semantic Manipulation with Contrasting GAN Xiaodan Liang Huatian Zhang Eric Xing GAN 100 53 0 01 Aug 2017
Occlusion Handling using Semantic Segmentation and Visibility-Based Rendering for Mixed Reality Menandro Roxas Tomoki Hori Taiki Fukiage Yasuhide Okamoto Takeshi Oishi 31 32 0 30 Jul 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 79 955 0 28 Jul 2017
Residual Conv-Deconv Grid Network for Semantic Segmentation Damien Fourure Rémi Emonet Elisa Fromont Damien Muselet A. Trémeau Christian Wolf SSeg 85 221 0 25 Jul 2017
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 169 1,334 0 20 Jul 2017
Vision-based Real Estate Price Estimation Omid Poursaeed Tomas Matera Serge J. Belongie 58 119 0 18 Jul 2017
Slanted Stixels: Representing San Francisco's Steepest Streets D. Juárez Lukas Schneider Antonio Espinosa David Vázquez Antonio M. López Uwe Franke Marc Pollefeys Juan C. Moure 3DV 69 59 0 17 Jul 2017
Houdini: Fooling Deep Structured Prediction Models Moustapha Cissé Yossi Adi Natalia Neverova Joseph Keshet AAML 114 272 0 17 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 172 167 0 08 Jul 2017
Perceptual Adversarial Networks for Image-to-Image Transformation Chaoyue Wang Chang Xu Chaohui Wang Dacheng Tao GAN 82 365 0 28 Jun 2017
Illuminating Pedestrians via Simultaneous Detection & Segmentation Garrick Brazil Xi Yin Xiaoming Liu 73 258 0 26 Jun 2017
Irregular Convolutional Neural Networks Jiabin Ma Wei Wang Liang Wang 45 12 0 24 Jun 2017
Advanced Steel Microstructural Classification by Deep Learning Methods Seyedmajid Azimi D. Britz M. Engstler Mario Fritz F. Mücklich 72 364 0 20 Jun 2017
Pedestrian Prediction by Planning using Deep Neural Networks Eike Rehder F. Wirth Martin Lauer Christoph Stiller 69 117 0 19 Jun 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 240 8,531 0 17 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation Abhishek Chaurasia Eugenio Culurciello SSeg 89 1,394 0 14 Jun 2017
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 145 1,620 0 28 May 2017
CASENet: Deep Category-Aware Semantic Edge Detection Zhiding Yu Chen Feng Ming-Yuan Liu Srikumar Ramalingam 96 268 0 27 May 2017
Attention-based Natural Language Person Retrieval Tao Zhou Muhao Chen Jie Yu Demetri Terzopoulos 39 14 0 24 May 2017
Recurrent Scene Parsing with Perspective Understanding in the Loop Shu Kong Charless C. Fowlkes SSeg MDE 72 105 0 20 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 278 3,144 0 19 May 2017
Predicting the Driver's Focus of Attention: the DR(eye)VE Project Andrea Palazzi Davide Abati Simone Calderara Francesco Solera Rita Cucchiara 91 257 0 10 May 2017
What Can Help Pedestrian Detection? Jiayuan Mao Tete Xiao Yuning Jiang Zhimin Cao 94 288 0 08 May 2017
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Hengshuang Zhao Xiaojuan Qi Xiaoyong Shen Jianping Shi Jiaya Jia SSeg 104 1,416 0 27 Apr 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 198 341 0 27 Apr 2017
Unsupervised Learning of Depth and Ego-Motion from Video Tinghui Zhou Matthew A. Brown Noah Snavely D. Lowe MDE 215 2,582 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 136 1,278 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 111 561 0 20 Apr 2017
Universal Adversarial Perturbations Against Semantic Image Segmentation J. H. Metzen Mummadi Chaithanya Kumar Thomas Brox Volker Fischer AAML 196 289 0 19 Apr 2017
Annotating Object Instances with a Polygon-RNN Lluis Castrejon Kaustav Kundu R. Urtasun Sanja Fidler SSeg 152 361 0 18 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 160 801 0 18 Apr 2017
CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data Lukas Cavigelli Philippe Degen Luca Benini BDL 81 51 0 14 Apr 2017
Close Yet Distinctive Domain Adaptation Lingkun Luo Xiaofang Wang Shiqiang Hu Chao Wang Yuxing Tang Liming Chen OOD 48 18 0 13 Apr 2017
Virtual to Real Reinforcement Learning for Autonomous Driving Xinlei Pan Yurong You Ziyan Wang Cewu Lu OffRL 121 338 0 13 Apr 2017
Loss Max-Pooling for Semantic Image Segmentation Samuel Rota Buló Gerhard Neuhold Peter Kontschieder SSeg 104 117 0 10 Apr 2017
Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking Laura Leal-Taixé Anton Milan Konrad Schindler Zorah Lähner Ian Reid Stefan Roth VOT 74 124 0 10 Apr 2017
Pixelwise Instance Segmentation with a Dynamically Instantiated Network Anurag Arnab Philip Torr ISeg SSeg 68 234 0 07 Apr 2017