廖家才｜长沙理工大学｜学者主页

2026

新工科和智能网联背景下的汽车试验学课程教学改革

廖家才

《时代汽车》

2026

Fish-eye camera small object detection based on dynamic bounding boxes loss and global feature extraction

Jia-Cai Liao, Kun Zhou, Lin Hu, Jin-Lai Zhang, Kai Gao, Wen-Guang Wu

Engineering Research Express

DOI

2026

A Car Damage Detection Method Using Spatial Attention and Multi-dimension Information Augmentation

Han Li, Jin-Lai Zhang, Xiaoke Tan, Kai Gao, Jia-Pan He, Jun-Yi He, Jia-Cai Liao, Lin Hu

International Conference on Intelligent Computing

DOI

2026

DASF: Dynamic Deformable Attention and Spatial-Frequency Interaction for Thermal Pedestrian Detection

Jin-Lai Zhang, Liu-Qi Tan, Yong-Heng Hu, Neng-Hao Kuang, Biao Yang, Geng-Biao Chen, Jia-Cai Liao, Jie Zhang, Chuan Hu, Lin Hu

IEEE transactions on intelligent transportation systems (Print)

DOI

2026

CrackEDR-Net: multi-scale dilated residual network with cross-scale attention for road crack detection

Jia-Cai Liao, Qian Chen, Lin Hu, Qi-Qi Li, Le Luo

International Journal of Pavement Engineering

DOI

2026

ODE-Net: Occluded traffic sign detection and occlusion percentage estimation via frequency-aware feature fusion

Jia-Cai Liao, Le Luo, Lin Hu, Qian Chen, Su-Heng Peng

Proceedings of the Institution of mechanical engineers. Part D, journal of automobile engineering

DOI

2026

YOLO-OODNet: Attention-Guided Oriented Object Detection for Fish-Eye Imaging Sensors

Kun Zhou, Jia-Cai Liao, Lin Hu, Jin-Lai Zhang, Su-Heng Peng

IEEE Sensors Journal

DOI

2025

面向非匹配语义数据的高保真度图像翻译方法

李卓，曹立波，廖家才，崔昊巍，张月

《汽车工程》

DOI

2025

Checkerboard corner point detection for enhanced accuracy in fish-eye camera images

Kun Zhou, Jia-Cai Liao, Xiaoli Liu, Lin Hu, Jin-Lai Zhang, Kai Gao

The Visual Computer

DOI

2024

Highway Main Lane Vehicles Driving Behavior Prediction Based on Residual-Transformer

Lin Hu, Dacong Li, Jiacai Liao, Xin Zhang, Qiqi Li, Maitane Berecibar, Md Sazzad Hosen

IEEE Transactions on Vehicular Technology

DOI

2023

FRNet: DCNN for Real-Time Distracted Driving Detection Toward Embedded Deployment

Cong Duan, Yipeng Gong, Jiacai Liao, Minghai Zhang, Libo Cao

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

Enabling Robust Distracted Driving Performance Across Datasets with CLIP

Cong Duan, Jiacai Liao, Ning Ding, Libo Cao

DOI

2023

Geometric Path Plans for Perpendicular Parking Based on Clothoid Curve

Ning Ding, Libo Cao, Cong Duan, Jiacai Liao

DOI

2022

视觉语义分割模型及其在智能车辆上的应用研究

廖家才

《湖南大学》

2020

基于3D空间球面的车载全景快速生成方法

曹立波，夏家豪，廖家才，张冠军，张瑞锋

《中国公路学报》

DOI

2020

一种融合UWB和视觉信息的行人预警方法

曹立波，向国梁，张乐祺，廖家才，王秋丽

《汽车工程学报》

2019

基于核相关滤波和运动模型的多目标轨迹跟踪

廖家才，曹立波，夏家豪，张晓，吴强

《汽车工程》

DOI

2019

基于视觉的护栏清洗车偏离预警系统

廖家才，曹立波，夏家豪，程小建，彭旭

《汽车安全与节能学报》

2019

基于AdaBoost和压缩跟踪的前方车辆检测方法

谭力凡，吴俊，曹立波，廖家才

《汽车技术》

DOI

2017

基于视觉的车辆四周立体物体检测研究

廖家才

《湖南大学》

廖家才

精选作品

期刊论文

新工科和智能网联背景下的汽车试验学课程教学改革

Fish-eye camera small object detection based on dynamic bounding boxes loss and global feature extraction

A Car Damage Detection Method Using Spatial Attention and Multi-dimension Information Augmentation

DASF: Dynamic Deformable Attention and Spatial-Frequency Interaction for Thermal Pedestrian Detection

CrackEDR-Net: multi-scale dilated residual network with cross-scale attention for road crack detection

ODE-Net: Occluded traffic sign detection and occlusion percentage estimation via frequency-aware feature fusion

YOLO-OODNet: Attention-Guided Oriented Object Detection for Fish-Eye Imaging Sensors

面向非匹配语义数据的高保真度图像翻译方法

Checkerboard corner point detection for enhanced accuracy in fish-eye camera images

Highway Main Lane Vehicles Driving Behavior Prediction Based on Residual-Transformer

FRNet: DCNN for Real-Time Distracted Driving Detection Toward Embedded Deployment

Enabling Robust Distracted Driving Performance Across Datasets with CLIP

Geometric Path Plans for Perpendicular Parking Based on Clothoid Curve

视觉语义分割模型及其在智能车辆上的应用研究

基于3D空间球面的车载全景快速生成方法

一种融合UWB和视觉信息的行人预警方法

基于核相关滤波和运动模型的多目标轨迹跟踪

基于视觉的护栏清洗车偏离预警系统

基于AdaBoost和压缩跟踪的前方车辆检测方法

基于视觉的车辆四周立体物体检测研究

研究方向