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Assessment of Deep Convolutional Neural Networks for Road Surface Classification
International Conference on Intelligent Transportation Systems (ITSC), 2018
24 April 2018
Marcus Nolte
Nikita Kister
Markus Maurer
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Papers citing
"Assessment of Deep Convolutional Neural Networks for Road Surface Classification"
16 / 16 papers shown
Title
RoadMamba: A Dual Branch Visual State Space Model for Road Surface Classification
Tianze Wang
Zhang Zhang
Chao Yue
Nuoran Li
Chao Sun
Mamba
110
1
0
02 Aug 2025
RoadFormer : Local-Global Feature Fusion for Road Surface Classification in Autonomous Driving
Tianze Wang
Zhang Zhang
Chao Sun
140
1
0
03 Jun 2025
AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety
Ronghui Zhang
Steve Yang
Dakang Lyu
Zihan Wang
Junzhou Chen
Yilong Ren
Bolin Gao
Zhihan Lv
151
2
0
22 Oct 2024
Improving classification of road surface conditions via road area extraction and contrastive learning
L. Trinh
Ali Anwar
Siegfried Mercelis
178
2
0
19 Jul 2024
Multiple data sources and domain generalization learning method for road surface defect classification
L. Trinh
Ali Anwar
Siegfried Mercelis
121
2
0
14 Jul 2024
Road Surface Friction Estimation for Winter Conditions Utilising General Visual Features
Risto Ojala
Eerik Alamikkotervo
70
3
0
25 Apr 2024
Lightweight Regression Model with Prediction Interval Estimation for Computer Vision-based Winter Road Surface Condition Monitoring
IEEE Transactions on Intelligent Vehicles (TIV), 2023
Risto Ojala
Alvari Seppänen
114
11
0
02 Oct 2023
Continual Cross-Dataset Adaptation in Road Surface Classification
Paolo Cudrano
Matteo Bellusci
Giuseppe Macino
Matteo Matteucci
CLL
209
2
0
05 Sep 2023
Exploring Self-Attention for Visual Intersection Classification
Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII), 2022
Haruki Nakata
Kanji Tanaka
Koji Takeda
104
0
0
26 Mar 2022
Efficient Non-Compression Auto-Encoder for Driving Noise-based Road Surface Anomaly Detection
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING (IEEJ Trans. Electr. Electron. Eng.), 2021
Yeonghyeon Park
JongHee Jung
330
4
0
22 Nov 2021
Fusion of Heterogeneous Friction Estimates for Traction Adaptive Motion Planning and Control
International Conference on Intelligent Transportation Systems (ITSC), 2021
Lars Svensson
Martin Törngren
80
10
0
14 May 2021
Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data
Juan Carrillo
Mark Crowley
Guangyuan Pan
L. Fu
70
7
0
22 Sep 2020
Traction Adaptive Motion Planning at the Limits of Handling
IEEE Transactions on Control Systems Technology (TCST), 2020
Lars Svensson
Monimoy Bujarbaruah
Arpit Karsolia
C. Berger
Martin Törngren
136
10
0
09 Sep 2020
Near real-time map building with multi-class image set labelling and classification of road conditions using convolutional neural networks
Applied Artificial Intelligence (AAI), 2020
S. Ramanna
Cenker Sengoz
S. Kehler
D. Pham
111
15
0
27 Jan 2020
Deep Learning in the Automotive Industry: Recent Advances and Application Examples
Kanwar Bharat Singh
M. Arat
OOD
121
23
0
20 Jun 2019
Use of First and Third Person Views for Deep Intersection Classification
Koji Takeda
Kanji Tanaka
86
1
0
22 Jan 2019
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