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車輛工程

廖家才

作者: 來源:  日期:2023年03月01日 11:29 人氣:

長沙理工大學機械與運載工程學院研究生導師基本信息表

1、個人基本信息:

名: 廖家才

別: 男

出生年月:1991.10.01

技術職稱: 講師

畢業院校: 湖南大學

學歷(學位):研究生/博士

所在學科:車輛工程


指導碩士生研究方向:智能車輛環境感知、智能輔助駕駛

指導博士生研究方向:智能車輛環境感知、預期功能安全


2、教育背景:

2017.9-2022.6

湖南大學

博士

2021.3-2022.5

康考迪亞大學

博士聯培

2015.9-2017.6

湖南大學

碩士

2011.9-2015.6

中南林業科技大學

學士

3、目前研究領域:

無人駕駛、智能輔助駕駛、主動安全、智能車輛預期功能安全、智能車輛視覺環境感知

4、已完成或已在承擔的主要課題:

[1] 企業課題,工程車庫環視感知設計,NO.202400305385萬,2024/6/24-2025/6/23,在研,主持。

[2] 中國高校產學研創新基金,車端與場端融合的地下車庫自主代客泊車定位及泊車姿態評估方法研究,2023BD0308.6萬,2024/4/1-2025/3/31,結題,主持。

[3] 企業課題,智能裝卸視覺定位識別算法開發,2024003044719.4萬,2024/6/6-2025/7/31,結題,主持。

[4] 企業課題,基于全景的人機交互式自動泊車車位跟蹤算法設計,NO.202300301105萬,2023/3/6-2023/7/31,已結題,主持。

[5] 企業課題,低成本智能泊車系統(產學研),50萬,2020/12/01-2022/12/01,已結題,參與。

5、已出版的主要著作:


6、已發表的學術論文:

[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 Communicationspp: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,基于核相關濾波和運動模型的多目標軌跡跟蹤[J].汽車工程,2019(41):1180-1188.EI,一作)

[10] 廖家才,基于視覺的護欄清洗車偏離預警系統.汽車安全與節能學報.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,張冠軍.基于3D空間球面的車載全景快速生成方法.中國公路學報,33(1):154-162,   2020. (EI).

[14] 譚力凡,吳俊,曹立波,廖家才.基于Adaboost和壓縮跟蹤的前方車輛檢測方法*.汽車技術,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   LiHu   CaoJiacai   Liao(廖家才)Jiahao XiaA 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   Communicationspp: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.   (SCIunder   view).

[20] 曹立波, 向國梁, 張樂祺, 廖家才, 王秋麗. 一種融合 UWB 和視覺信息的行人預警方法[J].汽車工程學報,2020,10(04):235-242

7、獲得的國家發明專利

曹立波,廖家才,陳凱,王韜,趙青才,一種路面清潔度判定和自動清掃方法及自動清掃環衛裝置,2022.08.30,中國,ZL202011172360.1.

8、所獲學術榮譽及學術影響:

American Journal of   Artificial Intelligence 、《Part   D: Journal of Automobile Engineering》、《IEEE   Access》、《IEEE   Transactions on Intelligent Transportation Systems》期刊審稿人,SAEIWACCE會議審稿人

9、聯系方式

地址:湖南省長沙市雨花區萬家麗南路二段960號,長沙理工大學汽車與機械工程學院

郵編:410114  電話:

Email: ljc_csust@csust.edu.cnljc_hnu@hnu.edu.cn