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The Cityscapes Dataset for Semantic Urban Scene Understanding

The Cityscapes Dataset for Semantic Urban Scene Understanding

6 April 2016
Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
ArXivPDFHTML

Papers citing "The Cityscapes Dataset for Semantic Urban Scene Understanding"

50 / 5,156 papers shown
Title
One-Shot Image-to-Image Translation via Part-Global Learning with a
  Multi-adversarial Framework
One-Shot Image-to-Image Translation via Part-Global Learning with a Multi-adversarial Framework
Ziqiang Zheng
Zhibin Yu
Haiyong Zheng
Yang Yang
Heng Tao Shen
26
15
0
12 May 2019
Learning to Convolve: A Generalized Weight-Tying Approach
Learning to Convolve: A Generalized Weight-Tying Approach
Nichita Diaconu
Daniel E. Worrall
MLT
33
20
0
12 May 2019
Unsupervised Domain Adaptation using Generative Adversarial Networks for
  Semantic Segmentation of Aerial Images
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images
Bilel Benjdira
Y. Bazi
Anis Koubaa
K. Ouni
14
190
0
08 May 2019
Generalization ability of region proposal networks for multispectral
  person detection
Generalization ability of region proposal networks for multispectral person detection
Kevin Fritz
D. König
U. Klauck
Michael Teutsch
ObjD
19
15
0
07 May 2019
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic
  Segmentation
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation
Yu Wang
Quan Zhou
Jia-Wei Liu
Jian Xiong
Guangwei Gao
Xiaofu Wu
Longin Jan Latecki
SSeg
25
311
0
07 May 2019
Simultaneous Object Detection and Semantic Segmentation
Simultaneous Object Detection and Semantic Segmentation
Niels Ole Salscheider
SSeg
VLM
29
18
0
06 May 2019
Searching for MobileNetV3
Searching for MobileNetV3
Andrew G. Howard
Mark Sandler
Grace Chu
Liang-Chieh Chen
Bo Chen
...
Yukun Zhu
Ruoming Pang
Vijay Vasudevan
Quoc V. Le
Hartwig Adam
138
6,639
0
06 May 2019
3D Packing for Self-Supervised Monocular Depth Estimation
3D Packing for Self-Supervised Monocular Depth Estimation
Vitor Campagnolo Guizilini
Rares Andrei Ambrus
Sudeep Pillai
Allan Raventos
Adrien Gaidon
SSL
3DPC
MDE
30
639
0
06 May 2019
Localizing Adverts in Outdoor Scenes
Localizing Adverts in Outdoor Scenes
Soumyabrata Dev
M. Hossari
Matthew Nicholson
Killian McCabe
A. Nautiyal
Clare Conran
Jian Tang
Wenyuan Xu
François Pitié
12
9
0
06 May 2019
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss
SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss
Yifu Chen
Arnaud Dapogny
Matthieu Cord
SSeg
24
24
0
06 May 2019
Towards Instance-level Image-to-Image Translation
Towards Instance-level Image-to-Image Translation
Zhiqiang Shen
Mingyang Huang
Jianping Shi
Xiangyang Xue
Thomas Huang
36
102
0
05 May 2019
A Methodological Review of Visual Road Recognition Procedures for
  Autonomous Driving Applications
A Methodological Review of Visual Road Recognition Procedures for Autonomous Driving Applications
Kai Li Lim
T. Bräunl
16
6
0
05 May 2019
Learning by Inertia: Self-supervised Monocular Visual Odometry for Road
  Vehicles
Learning by Inertia: Self-supervised Monocular Visual Odometry for Road Vehicles
Chengze Wang
Yuan. Yuan
Qi. Wang
14
3
0
05 May 2019
WoodScape: A multi-task, multi-camera fisheye dataset for autonomous
  driving
WoodScape: A multi-task, multi-camera fisheye dataset for autonomous driving
S. Yogamani
Ciarán Hughes
Jonathan Horgan
Ganesh Sistu
P. Varley
...
Sumanth Chennupati
Sanjaya Nayak
Saquib Mansoor
Xavier Perroton
P. Pérez
HAI
33
261
0
04 May 2019
Seamless Scene Segmentation
Seamless Scene Segmentation
Lorenzo Porzi
Samuel Rota Buló
Aleksander Colovic
Peter Kontschieder
SSeg
29
207
0
03 May 2019
Semantic Segmentation of Video Sequences with Convolutional LSTMs
Semantic Segmentation of Video Sequences with Convolutional LSTMs
Andreas Pfeuffer
Karina Schulz
Klaus C. J. Dietmayer
SSeg
27
46
0
03 May 2019
Enhanced free space detection in multiple lanes based on single CNN with
  scene identification
Enhanced free space detection in multiple lanes based on single CNN with scene identification
Fabio Pizzati
F. García
30
33
0
02 May 2019
DRIT++: Diverse Image-to-Image Translation via Disentangled
  Representations
DRIT++: Diverse Image-to-Image Translation via Disentangled Representations
Hsin-Ying Lee
Hung-Yu Tseng
Qi Mao
Jia-Bin Huang
Yu-Ding Lu
Maneesh Kumar Singh
Ming-Hsuan Yang
DRL
23
784
0
02 May 2019
Learn Stereo, Infer Mono: Siamese Networks for Self-Supervised,
  Monocular, Depth Estimation
Learn Stereo, Infer Mono: Siamese Networks for Self-Supervised, Monocular, Depth Estimation
M. Goldman
Tal Hassner
S. Avidan
SSL
MDE
29
42
0
01 May 2019
Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous
  Vehicle Perception
Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle Perception
Braden Hurl
Krzysztof Czarnecki
Steven Waslander
3DPC
3DV
30
104
0
01 May 2019
Structured Prediction using cGANs with Fusion Discriminator
Structured Prediction using cGANs with Fusion Discriminator
Faisal Mahmood
Wenhao Xu
Nicholas J. Durr
Jeremiah W. Johnson
Alan Yuille
30
5
0
30 Apr 2019
Detecting Reflections by Combining Semantic and Instance Segmentation
Detecting Reflections by Combining Semantic and Instance Segmentation
David Owen
Ping-Lin Chang
19
3
0
30 Apr 2019
Improved Conditional VRNNs for Video Prediction
Improved Conditional VRNNs for Video Prediction
Lluis Castrejon
Nicolas Ballas
Aaron Courville
VGen
DRL
23
161
0
27 Apr 2019
Forget the Learning Rate, Decay Loss
Forget the Learning Rate, Decay Loss
Jiakai Wei
22
9
0
27 Apr 2019
Blurring the Line Between Structure and Learning to Optimize and Adapt
  Receptive Fields
Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields
Evan Shelhamer
Dequan Wang
Trevor Darrell
29
35
0
25 Apr 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection
Exploring Object Relation in Mean Teacher for Cross-Domain Detection
Qi Cai
Yingwei Pan
Chong-Wah Ngo
Xinmei Tian
Ling-yu Duan
Ting Yao
ViT
OOD
33
307
0
25 Apr 2019
Segmenting the Future
Segmenting the Future
Hsu-kuang Chiu
Ehsan Adeli
Juan Carlos Niebles
26
44
0
24 Apr 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation
Bidirectional Learning for Domain Adaptation of Semantic Segmentation
Yunsheng Li
Lu Yuan
Nuno Vasconcelos
SSeg
42
624
0
24 Apr 2019
A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation
A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation
Jaehoon Cho
Dongbo Min
Youngjung Kim
Kwanghoon Sohn
MDE
3DV
33
47
0
23 Apr 2019
Student Becoming the Master: Knowledge Amalgamation for Joint Scene
  Parsing, Depth Estimation, and More
Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More
Jingwen Ye
Yixin Ji
Xinchao Wang
Kairi Ou
Dapeng Tao
Xiuming Zhang
MoMe
24
75
0
23 Apr 2019
Switchable Whitening for Deep Representation Learning
Switchable Whitening for Deep Representation Learning
Xingang Pan
Xiaohang Zhan
Jianping Shi
Xiaoou Tang
Ping Luo
32
150
0
22 Apr 2019
ChoiceNet: CNN learning through choice of multiple feature map
  representations
ChoiceNet: CNN learning through choice of multiple feature map representations
Farshid Rayhan
Aphrodite Galata
Tim Cootes
SSeg
27
6
0
20 Apr 2019
Weakly Supervised Adversarial Domain Adaptation for Semantic
  Segmentation in Urban Scenes
Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes
Qi. Wang
Junyu Gao
Xuelong Li
37
192
0
19 Apr 2019
Deep Rigid Instance Scene Flow
Deep Rigid Instance Scene Flow
Wei-Chiu Ma
Shenlong Wang
Rui Hu
Yuwen Xiong
R. Urtasun
3DPC
44
112
0
18 Apr 2019
Self-Supervised Flow Estimation using Geometric Regularization with
  Applications to Camera Image and Grid Map Sequences
Self-Supervised Flow Estimation using Geometric Regularization with Applications to Camera Image and Grid Map Sequences
Sascha Wirges
Johannes Grater
Qiuhao Zhang
Christoph Stiller
22
4
0
17 Apr 2019
CaseNet: Content-Adaptive Scale Interaction Networks for Scene Parsing
CaseNet: Content-Adaptive Scale Interaction Networks for Scene Parsing
Xin Jin
Cuiling Lan
Wenjun Zeng
Zhizheng Zhang
Zhibo Chen
21
7
0
17 Apr 2019
Devil is in the Edges: Learning Semantic Boundaries from Noisy
  Annotations
Devil is in the Edges: Learning Semantic Boundaries from Noisy Annotations
David Acuna
Amlan Kar
Sanja Fidler
22
143
0
16 Apr 2019
Active Adversarial Domain Adaptation
Active Adversarial Domain Adaptation
Jong-Chyi Su
Yi-Hsuan Tsai
Kihyuk Sohn
Buyu Liu
Subhransu Maji
Manmohan Chandraker
40
136
0
16 Apr 2019
Detecting the Unexpected via Image Resynthesis
Detecting the Unexpected via Image Resynthesis
Krzysztof Lis
K. K. Nakka
Pascal Fua
Mathieu Salzmann
UQCV
14
175
0
16 Apr 2019
Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic
  Point Clouds
Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds
Martin Simon
Karl Amende
Andrea Kraus
J. Honer
Timo Sämann
Hauke Kaulbersch
Stefan Milz
H. Groß
3DPC
28
198
0
16 Apr 2019
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy
  for Multi-Task Learning
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning
Sumanth Chennupati
Ganesh Sistu
S. Yogamani
S. Rawashdeh
33
92
0
15 Apr 2019
Implicit Pairs for Boosting Unpaired Image-to-Image Translation
Implicit Pairs for Boosting Unpaired Image-to-Image Translation
Y. Ginger
Dov Danon
Hadar Averbuch-Elor
Daniel Cohen-Or
30
2
0
15 Apr 2019
Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance
  for Cross-View Image Translation
Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
Hao Tang
Dan Xu
N. Sebe
Yanzhi Wang
Jason J. Corso
Yan Yan
49
206
0
15 Apr 2019
An Empirical Study of Spatial Attention Mechanisms in Deep Networks
An Empirical Study of Spatial Attention Mechanisms in Deep Networks
Xizhou Zhu
Dazhi Cheng
Zheng Zhang
Stephen Lin
Jifeng Dai
43
404
0
11 Apr 2019
Elucidating image-to-set prediction: An analysis of models, losses and
  datasets
Elucidating image-to-set prediction: An analysis of models, losses and datasets
Luis Villaseñor-Pineda
Amaia Salvador
M. Drozdzal
Adriana Romero
28
12
0
11 Apr 2019
Instance Segmentation of Biological Images Using Harmonic Embeddings
Instance Segmentation of Biological Images Using Harmonic Embeddings
V. Kulikov
Victor Lempitsky
14
39
0
10 Apr 2019
DSNet: An Efficient CNN for Road Scene Segmentation
DSNet: An Efficient CNN for Road Scene Segmentation
Ping-Rong Chen
Hsueh-Ming Hang
S. Chan
Jing-Jhih Lin
SSeg
21
19
0
10 Apr 2019
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning
  from Unknown Cameras
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras
A. Gordon
Hanhan Li
Rico Jonschkowski
A. Angelova
MDE
33
363
0
10 Apr 2019
Learning Across Tasks and Domains
Learning Across Tasks and Domains
Pierluigi Zama Ramirez
A. Tonioni
Samuele Salti
Luigi Di Stefano
26
32
0
09 Apr 2019
Uncertainty Measures and Prediction Quality Rating for the Semantic
  Segmentation of Nested Multi Resolution Street Scene Images
Uncertainty Measures and Prediction Quality Rating for the Semantic Segmentation of Nested Multi Resolution Street Scene Images
Matthias Rottmann
Marius Schubert
UQCV
33
38
0
09 Apr 2019
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