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Traffic Sign Detection under Challenging Conditions: A Deeper Look Into
  Performance Variations and Spectral Characteristics

Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral Characteristics

29 August 2019
Dogancan Temel
Min-Hung Chen
G. Al-Regib
ArXiv (abs)PDFHTMLGithub (52★)

Papers citing "Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral Characteristics"

20 / 20 papers shown
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior
Jorge Quesada
Chen Zhou
Prithwijit Chowdhury
Mohammad Alotaibi
Ahmad Mustafa
Yusufjon Kumamnov
Mohit Prabhushankar
Ghassan AlRegib
AI4CE
427
3
0
13 May 2025
Hierarchical and Multimodal Data for Daily Activity Understanding
Hierarchical and Multimodal Data for Daily Activity Understanding
Ghazal Kaviani
Yavuz Yarici
Seulgi Kim
Mohit Prabhushankar
Ghassan AlRegib
Mashhour Solh
Mashhour Solh
431
3
0
24 Apr 2025
Explainable Machine Learning for Hydrocarbon Prospect Risking
Explainable Machine Learning for Hydrocarbon Prospect Risking
Ahmad Mustafa
Ghassan AlRegib
183
3
0
15 Dec 2022
Deep Learning based Computer Vision Methods for Complex Traffic
  Environments Perception: A Review
Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review
Talha Azfar
Jinlong Li
Hongkai Yu
R. Cheu
Yisheng Lv
Ruimin Ke
178
47
0
09 Nov 2022
GLARE: A Dataset for Traffic Sign Detection in Sun Glare
GLARE: A Dataset for Traffic Sign Detection in Sun Glare
Nicholas Gray
M. Moraes
Jiang Bian
Alex Wang
Allen Tian
Kurt E. Wilson
A. Wang
Haoyi Xiong
Zhishan Guo
215
30
0
19 Sep 2022
Pyramid Transformer for Traffic Sign Detection
Pyramid Transformer for Traffic Sign DetectionInternational Conference on Computer and Knowledge Engineering (ICCKE), 2022
Omid Nejati Manzari
A. Boudesh
S. B. Shokouhi
ViT
182
15
0
13 Jul 2022
fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating
  Weather Conditions on the Camera Lens of Autonomous Systems
fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous SystemsIEEE International Joint Conference on Neural Network (IJCNN), 2022
Alberto Marchisio
Giovanni Caramia
Maurizio Martina
Mohamed Bennai
AAML
259
15
0
27 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications,
  Challenges, and Opportunities
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and OpportunitiesACM Computing Surveys (ACM CSUR), 2022
Yisheng Song
Ting-Yuan Wang
S. Mondal
J. P. Sahoo
SLR
425
630
0
13 May 2022
On Salience-Sensitive Sign Classification in Autonomous Vehicle Path
  Planning: Experimental Explorations with a Novel Dataset
On Salience-Sensitive Sign Classification in Autonomous Vehicle Path Planning: Experimental Explorations with a Novel Dataset
Ross Greer
J. Isa
Nachiket Deo
Akshay Rangesh
Mohan M. Trivedi
218
17
0
02 Dec 2021
Comparing the Machine Readability of Traffic Sign Pictograms in Austria
  and Germany
Comparing the Machine Readability of Traffic Sign Pictograms in Austria and Germany
Alexander Maletzky
S. Thumfart
Christoph Wruss
106
0
0
06 Sep 2021
Robustness testing of AI systems: A case study for traffic sign
  recognition
Robustness testing of AI systems: A case study for traffic sign recognitionArtificial Intelligence Applications and Innovations (AIAI), 2021
Christian Berghoff
Pavol Bielik
Matthias Neu
Petar Tsankov
Arndt von Twickel
AAML
169
13
0
13 Aug 2021
Robustness of Object Detectors in Degrading Weather Conditions
Robustness of Object Detectors in Degrading Weather Conditions
M. Jehanzeb Mirza
Cornelius Bürkle
Julio Jarquin
M. Opitz
Fabian Oboril
Kay-Ulrich Scholl
Horst Bischof
192
46
0
16 Jun 2021
Self-supervised Depth Estimation Leveraging Global Perception and
  Geometric Smoothness Using On-board Videos
Self-supervised Depth Estimation Leveraging Global Perception and Geometric Smoothness Using On-board Videos
Shaocheng Jia
Xin Pei
W. Yao
S. Wong
3DPCMDE
180
22
0
07 Jun 2021
On the Structures of Representation for the Robustness of Semantic
  Segmentation to Input Corruption
On the Structures of Representation for the Robustness of Semantic Segmentation to Input CorruptionInternational Conference on Information Photonics (ICIP), 2020
Charles Lehman
Dogancan Temel
Ghassan AlRegib
234
4
0
02 Sep 2020
Novelty Detection Through Model-Based Characterization of Neural
  Networks
Novelty Detection Through Model-Based Characterization of Neural Networks
Gukyeong Kwon
Mohit Prabhushankar
Dogancan Temel
Ghassan AlRegib
158
23
0
13 Aug 2020
Contrastive Explanations in Neural Networks
Contrastive Explanations in Neural NetworksInternational Conference on Information Photonics (ICIP), 2020
Mohit Prabhushankar
Gukyeong Kwon
Dogancan Temel
Ghassan AlRegib
FAtt
166
38
0
01 Aug 2020
Deep Traffic Sign Detection and Recognition Without Target Domain Real
  Images
Deep Traffic Sign Detection and Recognition Without Target Domain Real ImagesMachine Vision and Applications (MVA), 2020
Lucas Tabelini
Rodrigo Berriel
T. M. Paixão
Alberto F. de Souza
C. Badue
Andrii Zadaianchuk
Thiago Oliveira-Santos
178
8
0
30 Jul 2020
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign
  Detection Under Challenging Weather Conditions
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions
Sabbir Ahmed
Uday Kamal
Md. Kamrul Hasan
244
75
0
03 Jun 2020
Model-Based Robust Deep Learning: Generalizing to Natural,
  Out-of-Distribution Data
Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data
Avi Schwarzschild
Hamed Hassani
George J. Pappas
OOD
323
42
0
20 May 2020
Challenging Environments for Traffic Sign Detection: Reliability
  Assessment under Inclement Conditions
Challenging Environments for Traffic Sign Detection: Reliability Assessment under Inclement Conditions
Dogancan Temel
Tariq A. Alshawi
Min-Hung Chen
G. Al-Regib
300
24
0
19 Feb 2019
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