Assessment of Deep Convolutional Neural Networks for Road Surface Classification

24 April 2018

Papers citing "Assessment of Deep Convolutional Neural Networks for Road Surface Classification"

14 / 14 papers shown

Title
AGSENet: A Robust Road Ponding Detection Method for Proactive Traffic Safety Ronghui Zhang S. M. I. Simon X. Yang Dakang Lyu Zihan Wang Junzhou Chen Yilong Ren Bolin Gao Zhihan Lv 26 2 0 22 Oct 2024
Improving classification of road surface conditions via road area extraction and contrastive learning L. Trinh Ali Anwar Siegfried Mercelis 22 1 0 19 Jul 2024
Multiple data sources and domain generalization learning method for road surface defect classification L. Trinh Ali Anwar Siegfried Mercelis 13 2 0 14 Jul 2024
Road Surface Friction Estimation for Winter Conditions Utilising General Visual Features Risto Ojala Eerik Alamikkotervo 28 1 0 25 Apr 2024
Lightweight Regression Model with Prediction Interval Estimation for Computer Vision-based Winter Road Surface Condition Monitoring Risto Ojala Alvari Seppänen 14 6 0 02 Oct 2023
Continual Cross-Dataset Adaptation in Road Surface Classification Paolo Cudrano Matteo Bellusci Giuseppe Macino Matteo Matteucci CLL 16 1 0 05 Sep 2023
Exploring Self-Attention for Visual Intersection Classification Haruki Nakata Kanji Tanaka Koji Takeda 11 0 0 26 Mar 2022
Efficient Non-Compression Auto-Encoder for Driving Noise-based Road Surface Anomaly Detection Yeonghyeon Park JongHee Jung 21 4 0 22 Nov 2021
Fusion of Heterogeneous Friction Estimates for Traction Adaptive Motion Planning and Control Lars Svensson Martin Törngren 18 8 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 6 5 0 22 Sep 2020
Traction Adaptive Motion Planning at the Limits of Handling Lars Svensson Monimoy Bujarbaruah Arpit Karsolia C. Berger Martin Törngren 9 7 0 09 Sep 2020
Near real-time map building with multi-class image set labelling and classification of road conditions using convolutional neural networks S. Ramanna Cenker Sengoz S. Kehler D. Pham 11 12 0 27 Jan 2020
Deep Learning in the Automotive Industry: Recent Advances and Application Examples Kanwar Bharat Singh M. Arat OOD 14 19 0 20 Jun 2019
Use of First and Third Person Views for Deep Intersection Classification Koji Takeda Kanji Tanaka 14 1 0 22 Jan 2019