1、个人基本信息：

姓    名： 廖家才

性    别： 男

出生年月：1991.10.01

技术职称： 讲师

毕业院校： 湖南大学

学历（学位）：研究生/博士

所在学科：车辆工程

指导硕士生研究方向：智能车辆环境感知、智能辅助驾驶

指导博士生研究方向：智能车辆环境感知、预期功能安全

2、教育背景：

2017.9-2022.6

湖南大学

博士

2021.3-2022.5

康考迪亚大学

博士联培

2015.9-2017.6

湖南大学

硕士

2011.9-2015.6

中南林业科技大学

学士

3、目前研究领域：

端到端自动驾驶、智能车辆视觉环境感知、自动驾驶模型安全

4、已完成或已在承担的主要课题：

[1]国家自然科学基金青年基金（C类），铰接车辆运动干扰场景视觉隐式协同感知建模的鲁棒性与可解释性研究，NO.52502498，30万，2026/1/1-2028/12/30，在研，主持。

[2]教育部产学合作协同育人项目，《智能驾驶环境感知技术》人工智能感知算法设计与实践课程改革研究，NO.250305160310749，5万，2025/5/1-2026/4/30，在研，主持。

[3]中国高校产学研创新基金，车端与场端融合的地下车库自主代客泊车定位及泊车姿态评估方法研究，2023BD030，8.6万，2024/4/1-2025/3/31，结题，主持。

[4]企业课题，工程车库环视感知设计，NO.20240030538，5万，2024/6/24-2025/6/23，结题，主持。

[5]企业课题，智能装卸视觉定位识别算法开发，20240030447，19.4万，2024/6/6-2025/7/31，结题，主持。

[6]企业课题，基于全景的人机交互式自动泊车车位跟踪算法设计，NO.20230030110，5万，2023/3/6-2023/7/31，已结题，主持。

[7]企业课题，低成本智能泊车系统（产学研），50万，2020/12/01-2022/12/01，已结题，参与。

5、已出版的主要著作：

6、已发表的学术论文：

[1]Jiacai Liao (廖家才), Libo Cao, et al., “Road Garbage Segmentation with Deep Supervision and High Fusion Network for Cleaning Vehicles” [J], IEEE Transactions on Intelligent Transportation Systems, 2022,23(8), pp. 11190-11204. (IF=6.492)

[2]Jiacai Liao(廖家才), Xiaole Luo, et al., "Road Garbage Segmentation and Cleanliness Assessment based on Semantic Segmentation Network for Cleaning Vehicles" [J], IEEE Transactions on Vehicular Technology [J], 2021,70(9), pp:8578-8589. (IF=5.978)

[3]Jiacai Liao (廖家才), Ibrahim Baker, et al., “Dandelion segmentation with background transfer learning and RGB-attention module. Computers and Electronics in Agriculture” [J], 2022, pp: 107355. Doi: https://doi.org/10.1016/j.compag.2022.107355. (IF=6.757)

[4]Jiacai Liao (廖家才), Libo. Cao, et al., 2020. “UnetDVH-Linear: Linear Feature Segmentation by Dilated Convolution with Vertical and Horizontal Kernels” [J], Sensors, 20(20), pp: 5759. https://doi.org/10.3390/s20205759. (IF = 3.367)

[5]Jiacai Liao (廖家才), Guoliang Xiang, et al., “The left-behind human detection and tracking system based on vision with multi-model fusion and microwave radar inside the bus” [J]. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering. 2020;234(9):2342-2354. doi:10.1177/0954407020912137. (SCI, IF = 1.381)

[6]Jiacai Liao (廖家才), et al., “Fully-Supervised Semantic Segmentation Networks: Exploring the Relationship between the Segmentation Networks Learning Ability and the Number of Convolutional Layers” [C]. 2021 IEEE 7th International Conference on Computer and Communications，pp:1685-1692, 2021. (Best Presentation Award)

[7]Jiacai Liao(廖家才), Qiuli Wang, Libo Cao, Jiahao Xia, et al., "MTCNN-KCF-deepSORT:Driver Face Detection and Tracking Algorithm Based on Cascaded Kernel Correlation Filtering and Deep SORT," SAE Technical Paper 2020-01-1038, 2020, https://doi.org/10.4271/2020-01-1038. （EI）

[8]Jiacai Liao(廖家才), Libo Cao, Yipeng Gong, Junjie Zhao, et al., "Object Segmentation and Augmented Visualization Based on Panoramic Image Segmentation," SAE Technical Paper 2021-01-0089, 2021, https://doi.org/10.4271/2021-01-0089. (EI)

[9]廖家才等，基于核相关滤波和运动模型的多目标轨迹跟踪[J].汽车工程，2019(41):1180-1188.（EI，一作）

[10]廖家才等,基于视觉的护栏清洗车偏离预警系统.汽车安全与节能学报.2019(1), 46-53.（CSCD，一作）

[11]Wei Li, Libo Cao, Pengyu Yue, Shiping Wen, Jiacai Liao (廖家才), et al., "VAVM: A Flexible Technique for Variable-Angle Around View Monitor System Towards Articulated Engineering Vehicle" [J], IEEE Transactions on Vehicular Technology, 2022: 71(4), pp. 3556-3568, doi: 10.1109/TVT.2021.3140173. (IF=5.978)

[12]Jiahao Xia, Libo Cao, Guanjun Zhang and Jiacai Liao(廖家才), "Head Pose Estimation in the Wild Assisted by Facial Landmarks Based on Convolutional Neural Networks," in IEEE Access, vol. 7, pp. 48470-48483, 2019, doi: 10.1109/ACCESS.2019.2909327. (IF=3.367)

[13]夏家豪，曹立波，廖家才,张冠军.基于3D空间球面的车载全景快速生成方法.中国公路学报，33(1):154-162, 2020. (EI).

[14]谭力凡，吴俊，曹立波，廖家才.基于Adaboost和压缩跟踪的前方车辆检测方法*.汽车技术，2019(2):21-25. (CSCD).

[15]Ibrahim Baker, Jiacai Liao(廖家才), Wen-fang Xie. Grid Cell Detection of Dandelion Weed Centers from Plant Leaves via Convolutional Neural Network. The 4th International Conference on Industrial Artificial Intelligence (IAI 2022). (EI)

[16]Wei Li，Hu Cao，Jiacai Liao(廖家才)，Jiahao Xia，A Knoll. Parking Slot Detection on Around-View Images Using DCNN. Frontiers in Neurorobotics. 14(56),2020.(SCI,IF= 2.650)

[17]Wei Li, Libo Cao, Lingbo Yan, Jiacai Liao(廖家才), Zhen Wang. Vacant parking slot detection and tracking during driving and parking with a standalone around view monitor: Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 235(6), 1539-1551.（SCI, IF = 1.381）

[18]Yang Ou, Bailin Li, Jianqiao Luo, Jiacai Liao(廖家才), et al. External Sparsity Combined with Internal Low-Rankness for Image Denoising, 2021 IEEE 7th International Conference on Computer and Communications，pp:714-718,2021. (EI).

[19]Cong Duan, Yipeng Gong, Jiacai Liao(廖家才), Minghai Zhang, Libo Cao. FRNet: DCNN for Real-Time Distracted Driving Detection Towards Embedded Deployment. IEEE Intelligent Transportation Systems Transactions. (SCI，under view).

[20]曹立波, 向国梁, 张乐祺, 廖家才, 王秋丽. 一种融合 UWB 和视觉信息的行人预警方法[J].汽车工程学报,2020,10(04):235-242

7、获得的国家发明专利

地址：湖南省长沙市雨花区万家丽南路二段960号，3308维多利亚检测线路汽车与机械工程维多利亚老品牌vic3308

邮编：410114                        电话：

Email: ljc_csust@csust.edu.cn；ljc_hnu@hnu.edu.cn