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
Empty Cities: Image Inpainting for a Dynamic-Object-Invariant Space Berta Bescós José Neira Roland Siegwart Cesar Cadena 13 25 0 20 Sep 2018
Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems Yu Yao Mingze Xu Chiho Choi David J. Crandall E. Atkins Behzad Dariush EgoV 39 116 0 19 Sep 2018
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin SSeg 30 189 0 17 Sep 2018
Real-Time Dense Mapping for Self-driving Vehicles using Fisheye Cameras Zhaopeng Cui Lionel Heng Y. Yeo Andreas Geiger Marc Pollefeys Torsten Sattler MDE 32 38 0 17 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 21 27 0 14 Sep 2018
On Offline Evaluation of Vision-based Driving Models Felipe Codevilla Antonio M. López V. Koltun Alexey Dosovitskiy OffRL 20 102 0 13 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 29 148 0 13 Sep 2018
Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective W. Zhou Alex Zyner Stewart Worrall E. Nebot 22 21 0 13 Sep 2018
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation Xiao-Yun Zhou Guang-Zhong Yang 18 77 0 11 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 24 123 0 10 Sep 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 65 5,057 0 09 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 38 472 0 05 Sep 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 25 599 0 04 Sep 2018
Smoothed Dilated Convolutions for Improved Dense Prediction Zhengyang Wang Shuiwang Ji 27 160 0 27 Aug 2018
Learning Hierarchical Semantic Image Manipulation through Structured Representations Seunghoon Hong Xinchen Yan Thomas E. Huang Honglak Lee OCL 23 84 0 22 Aug 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 32 296 0 15 Aug 2018
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams Lukas Cavigelli Luca Benini 27 26 0 15 Aug 2018
Treepedia 2.0: Applying Deep Learning for Large-scale Quantification of Urban Tree Cover B. Cai Xiaojiang Li Ian Seiferling C. Ratti 3DV 21 42 0 14 Aug 2018
Learning Linear Transformations for Fast Arbitrary Style Transfer Xueting Li Sifei Liu Jan Kautz Ming-Hsuan Yang 14 109 0 14 Aug 2018
Fast Convergence for Object Detection by Learning how to Combine Error Functions Benjamin Schnieders K. Tuyls ObjD 27 4 0 13 Aug 2018
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos Bo Xiong S. Jain Kristen Grauman VOS 29 32 0 11 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 25 242 0 11 Aug 2018
Learning monocular depth estimation with unsupervised trinocular assumptions Matteo Poggi Fabio Tosi S. Mattoccia MDE 22 152 0 05 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 39 2,177 0 02 Aug 2018
Deep Dual Pyramid Network for Barcode Segmentation using Barcode-30k Database Qijie Zhao Feng Ni Yang Song Yongtao Wang Zhi Tang 22 8 0 31 Jul 2018
Modular Sensor Fusion for Semantic Segmentation Hermann Blum Abel Gawel Roland Siegwart Cesar Cadena 28 14 0 30 Jul 2018
Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd Shifeng Zhang Longyin Wen Xiao Bian Zhen Lei Stan Z. Li ObjD 30 399 0 23 Jul 2018
LIMO: Lidar-Monocular Visual Odometry Johannes Grater A. Wilczynski Martin Lauer 17 183 0 19 Jul 2018
Unlimited Road-scene Synthetic Annotation (URSA) Dataset Matt Angus Mohamed ElBalkini S. Khan Ali Harakeh Oles Andrienko Cody Reading Steven Waslander Krzysztof Czarnecki OffRL 21 19 0 16 Jul 2018
VLASE: Vehicle Localization by Aggregating Semantic Edges Xin Yu Sagar Chaturvedi Chen Feng Yuichi Taguchi Teng-Yok Lee Clinton Fernandes Srikumar Ramalingam 22 39 0 06 Jul 2018
Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation Tao Song Leiyu Sun Di Xie Haiming Sun Shiliang Pu 24 54 0 04 Jul 2018
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra Camille Couprie Iasonas Kokkinos 18 60 0 03 Jul 2018
Towards real-time unsupervised monocular depth estimation on CPU Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia MDE 21 156 0 29 Jun 2018
Accurate and efficient video de-fencing using convolutional neural networks and temporal information Chen Du Byeongkeun Kang Zheng Xu Ji Dai Truong Thao Nguyen 8 19 0 28 Jun 2018
Differentiable Learning-to-Normalize via Switchable Normalization Ping Luo Jiamin Ren Zhanglin Peng Ruimao Zhang Jingyu Li 11 176 0 28 Jun 2018
Collaborative Annotation of Semantic Objects in Images with Multi-granularity Supervisions Lishi Zhang Chenghan Fu Jia Li 30 8 0 27 Jun 2018
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 18 75 0 26 Jun 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 24 81 0 20 Jun 2018
iCLAP: Shape Recognition by Combining Proprioception and Touch Sensing Shan Luo Wenxuan Mou K. Althoefer Hongbin Liu 3DPC 12 38 0 19 Jun 2018
Semantic Video Segmentation: A Review on Recent Approaches M. H. Saffar Mohsen Fayyaz Mohammad Sabokrou M. Fathy 20 11 0 16 Jun 2018
One-Shot Unsupervised Cross Domain Translation Sagie Benaim Lior Wolf 26 130 0 15 Jun 2018
A Probabilistic U-Net for Segmentation of Ambiguous Images Simon A. A. Kohl Bernardino Romera-Paredes Clemens Meyer J. Fauw J. Ledsam Klaus H. Maier-Hein S. M. Ali Eslami Danilo Jimenez Rezende Olaf Ronneberger UQCV SSeg 47 568 0 13 Jun 2018
DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block Wei Jiang Yan Wu 22 17 0 11 Jun 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 16 89 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 37 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 19 212 0 04 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 22 49 0 02 Jun 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 27 839 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 23 586 0 24 May 2018
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection Markus Braun Sebastian Krebs F. Flohr D. Gavrila ObjD 24 226 0 18 May 2018