Professor.Dr.Jing Bai(白静)

Jing Bai, professor and master candidate supervisor, is engaged in the research work in CAD&CG and machine learning and plungesherself into the study of 3D model retrieval and deep learning. In the last five years, she has presided over 2 projects funded by National Natural Science Foundation of China (NSFC), 6 provincial and ministerial scientific research projects and 5 national projects, published more than 40 academic papers in domestic and foreign top journals, such as Computer-Aided Design, Journal of Computer-Aided Design and Computer Graphics, and important international academic conferences like ECCV, including 10 papers retrievableby SCI, 29 papers included in EI, and 1 paper for CCF Tier-A and Tier-B conferences each, and applied for 12 patents for invention.

Jing Bai, professor and master candidate supervisor, In the last five years, she has presided over 2 projects funded by National Natural Science Foundation of China (NSFC), 6 provincial and ministerial scientific research projects and 5 national projects, published more than 40 academic papers in domestic and foreign top journals, such as Computer-Aided Design, Journal of Computer-Aided Design and Computer Graphics, and important international academic conferences like ECCV, including 10 papers retrievableby SCI, 29 papers included in EI, and 1 paper for CCF Tier-A and Tier-B conferences each, and applied for 12 patents for invention.

Zip Code:750021     E-mail: baijing_nun@163.com, baijing@nun.edu.com

Office: Laboratory Building-Image Processing and Pattern Recognition Laboratory (A409)

Address: Ningxia Hui Autonomous Region-Yinchuan City-Xixia District-204 Wenchang North Street- North Minzu University

Research

1 Multi-modal 3D model retrieval(Sketch/Fine-grained)

2 Image-based 3D model Classification(Fine-grained/Zero-shot)

Academic Adjunct

•[1] CCF Senior Member, Member of CADCG Special Committee, Member of CSIG Special Committee, National Patent Office Consulting Technical Expert.

•[2] Correspondence judge of Computer-Aided Design, Journal of Computer-Aided Design and Computer Graphics, China Mechanical Engineering, Journal of Graphics.

•[3] Young and middle-aged talents of the National Ethnic Affairs Commission, "Young Top-notch Talents" National Level Academic and Technical Leader Reserve Candidate of the Ningxia Hui Autonomous Region.

Social Activity

•[19/08/2021] Academic lectures in the field of Image and Graphics --Journal of image and graphics Link

•[22/08/2019-25/08/2019] As the chairman of the organizing committee, successfully held the "CAD&CG 2019".

•[10/07/2019-16/07] Presided over the completion of the national level advanced research class on "Artificial Intelligence and Computer Vision".

•[2018] Presided over the completion of the school-level "artificial intelligence" professional and technical personnel training class

Scientific Research Projects

•[01/2022-12/2025] under research,National Science Foundation Project,"Research on 3D Model Retrieval Method of Hand-drawn Sketches Based on Hierarchical Semantic Embedding Model", Project No:62162001,project department:NSFC.

•[01/2022-12/2024] Project Director, under research,Ningxia National Science Foundation Project,"Research on 3D Model Retrieval Algorithm and Application of Dynamic Hand-drawn Sketches Based on Data Driven", Project No:2022AAC02041,project department:Science and Technology Department of Ningxia Hui Autonomous Region.

•[01/2018-12/2021] Project Director, under research, National Science Foundation Project, "Research on Multimodal Retrieval of Non-rigid 3D Models Based on Deep Learning". Project No.: 61762003, project department: NSFC.

•[05/2019-05/2021] Project Director, under research, key R&D program (Light of the West), "Research on Intelligent Assembly Technology Based on Multi-source Information Fusion". Project No.: 2018QNXZ0024, project department: Science and Technology Department of Ningxia Hui Autonomous Region.

•[08/2018-01/2020] Completed, project funded by Ningxia Natural Science Foundation,"Research on 3D Data Recognition Technology for Multimodal Information Source". Project No.: 2018AAC03124, project department: Science and Technology Department of Ningxia Hui Autonomous Region.

•[01/2012-12/2016] Completed, project of National Science Foundation, "Research on Local Retrieval Technology of 3D CAD Model in Digital Design of New Products",Project No.: 61163016, project department: NSFC.

•[12/2015-12/2017] Completed, Scientific Research Projects of Ningxia Higher Education Institutions-Excellent Young Teachers Cultivation Fund Project, "Research on 3D CAD Model Retrieval Technology Based on Deep Learning". Project No.: NGY2015161, project department: Education Department of Ningxia Hui Autonomous Region.

•[07/2011-04/2014] Completed, Ningxia Natural Science Foundation Project, "Research on 3D CAD Parts Retrieval Technology Based on Combined Classifier". Project No: NZ11143,project department: Science and Technology Department of Ningxia Hui Autonomous Region.

2023

FGPNet: A weakly supervised fine-grained 3D point clouds classification network

Huihui Shao, Jing Bai, Rusong Wu, Jinzhe Jiang, Hongbo Liang

Pattern Recognition, DOI: https://doi.org/10.1016/j.patcog.2023.109509. 1区Top

SPS-LCNN: A significant point sampling-based lightweight convolutional neural network for point cloud processing

Jing Bai, Haojun Xu

Applied Soft Computing, DOI: https://doi.org/10.1016/j.asoc.2023.110498. 2区Top

HDA2L: Hierarchical Domain-Augmented Adaptive Learning for sketch-based 3D shape retrieval

Shaojin Bai, Jing Bai

Knowledge-based systems(KBS), DOI: https://doi.org/10.1016/j.knosys.2023.110302. 1区Top

DCNet: Exploring Fine-grained Vision Classification for 3D point clouds

Rusong Wu, Jing Bai, Wenjing Li, Jinzhe Jiang

The Visual Computer, JCR-2

An end-to-end Fine-grained Classification Network for 3D Point Clouds

Jing Bai,Huihui Shao, Hui Ji, Rusong Wu

Journal of Computer-Aided Design & Computer Graphics, 1-7 [2023-02-13]. CCF-A

DFG-ZS3D: Discriminative Feature-Guided Zero-Shot Learning of 3D Model Classification

Youfu Fan, Jing Bai, Huihui Shao, Bin Peng

Journal of Computer-Aided Design & Computer Graphics, CCF-A

Deep ensemble learning for diversified 3D model classification

Shaojin Bai, Jing Bai, Qinglong Si, Hui Ji, Tao Yuan

Computer Engineering and Applications, CCF-B

Research on 3D Convolutional Neural Network and Its Application on Video Uderstand

Jing Bai, Zhanyuan Yang, Bin Peng, Wenjing Li

Journal of Electronics & Information Technology, 1-11 [2023-02-13]. CCF-B

Multi-View 3D Model Reconstruction Based on Multi-Level Perception

Jing Bai, Hao Xu

Computer Engineering and Applications, 2023,59(02):232-239. CCF-B

2022

ZS3D-Net: Zero-shot Classification Network for 3D Models

Jing Bai, Tao Yuan, Youfu Fan

Journal of Computer-Aided Design & Computer Graphics,2022,34(7):1118~1126, DOI:10.3724/SP.J.1089.2022.19173. CCF-A

Fine-grained 3D Model Classification Based on Deep Ensemble and Detail Awareness

Jing Bai, Hui Ji, Huihui Shao, Rusong Wu, Feiwei Qin

Journal of Computer-Aided Design & Computer Graphics, 2022,34(10):1580~1589, DOI:10.3724/SP.J.1089.2022.19180. CCF-A

FP-VTON:Attention-Based Feature Preserving Virtual Try-on Network

Zeling Tan, Jing Bai, Ran Chen, Shaomin Zheng, Feiwei Qin

Computer Engineering and Applications, 2022, 58(23):186-196 CCF-B

Adaptive multi-class centers and semi-heterogeneous network for sketch-based 3D model retrieval

Jing Bai, Jiwen Tuo, Shaojin Bai, Zhanyuan Yang

Journal of Graphics, 2022,43(1):36-43, DOI:10.11996/JG.j.2095-302X.2022010036. CCF-C

Medical image segmentation network based on contour enhanced attention module

Cuiyun Li, Jing Bai, Liang Zheng

journal of Graphics,,2022,43(02):273-278. CCF-C

ST-Rec3D: a structure and target-aware 3D reconstruction

Jing Bai, Qingliang Meng, Hao Xu, Youfu Fan, ZhanYuan Yang

journal of Graphics,,2022,43(02):273-278. CCF-C

2021

NL-VTON: A non-local virtual try-on network with feature preserving of body and clothes

ZeLin Tan, Jing Bai, Shao Min Zhang, Fei Wei Qin.

Scientific reports, 2021, 11(1), DOI:10.1038/s41598-021-99406-6 SCI:000706376200018. JCR-1

End-to-End Sketch-3D Model Retrieval with Spatiotemporal Information Joint Embedding

Jing Bai, Wenhui Zhou, Jiwen Tuo, Feiwei Qin

Journal of Computer-Aided Design & Computer Graphics, 2021,33(6):826-836. CCF-A

A Real-Time Semantic Segmentation Approach for Autonomous Driving Scenes

Feiwei Qin, Xile Shen, Yong Peng, Yanli Shao, Wenqiang Yuan, Zhongping Ji, Jing Bai

Journal of Computer-Aided Design & Computer Graphics, 2021,33(7):1026-1037, DOI:10.3724/SP.J.1089.2021.18631. CCF-A