杨文忠，张志豪，柴亚闯，等.基于GBRT模型的交通事故预测[J].新疆大学学报(自然科学版)(中英文)，2020,37(1):36-43.YANG W Z,ZHANG Z H,CHAI Y C,et al.Traffic accident prediction based on GBRT model[J].Journal of Xinjiang University(Natural Science Edition in Chinese and English),2020,37(1):36-43.(in Chinese)

杨文忠，杨蒙蒙，温杰彬，等.基于One Class-SVM+Autoencoder模型的车辆碰撞检测[J].新疆大学学报(自然科学版)(中英文)，2020,37(3):271-276+281.YANG W Z,YANG M M,WEN J B,et al.Vehicle collision detection based on One Class-SVM+Autoencoder model[J].Journal of Xinjiang University(Natural Science Edition in Chinese and English),2020,37(3):271-276+281.(in Chinese)

胡伟峰，赵江洪.用户期望意象驱动的汽车造型基因进化[J].机械工程学报，2011,47(16):176-181.HU W F,ZHAO J H.Automobile styling gene evolution driven by users’ expectation image[J].Journal of Mechanical Engineering,2011,47(16):176-181.(in Chinese)

OH S,JUNG Y,LEE I,et al.Design automation by integrating generative adversarial networks and topology optimization[C]//International Design Engineering Technical Conferences and Computers and Information in Engineering Conference.American Society of Mechanical Engineers,2018,51753:V02AT03A008.

夏进军，周方舟，樊真成，等.基于深度学习的汽车造型设计工具研究[J].包装工程，2021,42(18):42-49+6.XIA J J,ZHOU F Z,FAN Z C,et al.Automotive modeling design tool based on deep learning[J].Packaging Engineering,2021,42(18):42-49+6.(in Chinese)

YU J H,LIN Z,YANG J M,et al.Generative image inpainting with contextual attention[C]//2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.Salt Lake City,UT,USA.IEEE,2018:5505-5514.

HO J,JAIN A,ABBEEL P.Denoising diffusion probabilistic models[C]//Proceedings of the 34th International Conference on Neural Information Processing Systems.December 6-12,2020,Vancouver,BC,Canada.ACM,2020:6840-6851.

PARK J,KIM Y.Styleformer:Transformer based generative adversarial networks with style vector[C]//2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR).New Orleans,LA,USA.IEEE,2022:8973-8982.

VASWANI A,SHAZEER N,PARMAR N,et al.Attention is all you need[C]//31st Conference on Neural Information Processing Systems(NIPS2017).Long Beach,CA,USA.2017:5998-6008.

TOVEY M,PORTER S,NEWMAN R.Sketching,concept development and automotive design[J].Design Studies,2003,24(2):135-153.

YANNOU B,CLUZEL F,DIHLMANN M.Evolutionary and interactive sketching tool for innovative car shape design[J].Mechanics&Industry,2013,14(1):1-22.

JIAO J Y,TANG Y M,LIN K Y,et al.Dilate Former:Multi-scale dilated transformer for visual recognition[J].IEEE Transactions on Multimedia,2023,25:8906-8919.

YANG L J,LUO P,LOY C C,et al.A large-scale car dataset for fine-grained categorization and verification[C]//2015 IEEE Conference on Computer Vision and Pattern Recognition(CVPR).Boston,MA,USA.IEEE,2015:3973-3981.

KRAUSE J,STARK M,JIA D,et al.3D object representations for fine-grained categorization[C]//2013 IEEE International Conference on Computer Vision Workshops.Sydney,NSW,Australia.IEEE,2013:554-561.

HARTIGAN J A,WONG M A.Algorithm AS 136:A K-means clustering algorithm[J].Journal of the Royal Statistical Society.Series C(Applied Statistics),1979,28(1):100-108.

CANNY J.A computational approach to edge detection[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1986,PAMI-8(6):679-698.

GONG X Y,CHANG S Y,JIANG Y F,et al.AutoGAN:Neural architecture search for generative adversarial networks[C]//2019IEEE/CVF International Conference on Computer Vision(ICCV).Seoul,Korea(South).IEEE,2019:3223-3233.