Assoc Prof Dr. Qi Jia | Object Detection and Recognition | Best Researcher Award
Qi Jia at Dalian University of Technology, China
Profiles
Early Academic Pursuits
Assoc. Prof. Dr. Qi Jia embarked on his academic journey at Dalian University of Technology, earning his B.S. in 2005, M.S. in 2008, and Ph.D. in 2014, all in Computer Science & Technology. His education laid a solid foundation for advanced research in computer vision and geometric analysis, equipping him with robust analytical and technical skills.
Professional Endeavors
Since 2017, Assoc Prof Dr. Jia has served as an associate professor at the International School of Information and Software at Dalian University of Technology. His career includes international exposure, with academic visits to Temple University (2017) and Rice University (2019). He has published over 50 papers in top-tier conferences like CVPR, ECCV, and journals such as TIP, contributing significantly to the field of computer vision.
Contributions and Research Focus
Assoc Prof Dr. Jia specializes in robust visual perception in complex environments, focusing on geometric invariant representations. His groundbreaking work addresses the limitations of traditional methods by enhancing the balance between invariance and descriptive power.
- Ellipse Detection: Developed a rapid method using projective geometry, integrated into OpenCV 4.6.0.
- Image Stitching: Advanced line matching and stitching techniques for complex environments.
- Super-Resolution and Target Detection: Innovated geometric structure-preserving methods for image enhancement and underwater camouflage detection.
Impact and Influence
Assoc Prof Dr. Jia’s research has received acclaim from IEEE and ACM Fellows, with applications in multiple domains. His methods are core algorithms in industrial and academic projects, including participation in the MIPI 2023 competition and contributions to formulating industry standards.
Academic Cites
- Hierarchical Shape Analysis (2019-2022): RMB 777,000.
- Underwater Panoramic Presentation Technology (2023-2026): RMB 702,000.
- Behavior Interaction in Multi-Agents (2025-2029): RMB 800,000.
Technical Skills
Assoc Prof Dr. Jia excels in geometric modeling, machine learning, and computer vision. His patents, including methods for shape matching and vascular image segmentation, demonstrate his expertise in developing innovative algorithms.
Teaching Experience
As an educator, Assoc Prof Dr. Jia has mentored students in advanced computer vision and pattern recognition. His teaching integrates cutting-edge research, fostering a new generation of innovative thinkers.
Legacy and Future Contributions
Assoc Prof Dr. Jia’s work on geometric invariants and visual perception techniques has left a lasting impact on the field. His future endeavors aim to enhance AI-driven object detection, image analysis, and real-world applications of computer vision, ensuring his legacy as a pioneer in the domain.
Editorial and Professional Affiliations
Assoc Prof Dr. Jia serves as an associate editor for Pattern Recognition and has chaired object detection areas for OpenCV. He is a reviewer for premier journals like TPAMI and conferences such as CVPR and ECCV. A proud member of ACM and IEEE, Dr. Jia continues to contribute to the global research community.
Publications
Temporal refinement and multi-grained matching for moment retrieval and highlight detection
- Authors: Zhu, C., Zhang, Y., Jia, Q., Wang, W., Liu, Y.
- Journal: Multimedia Systems
- Year: 2025
Bilevel progressive homography estimation via correlative region-focused transformer
- Authors: Jia, Q., Feng, X., Zhang, W., Pu, N., Sebe, N.
- Journal: Computer Vision and Image Understanding
- Year: 2025
PMGNet: Disentanglement and entanglement benefit mutually for compositional zero-shot learning
- Authors: Liu, Y., Li, J., Zhang, Y., Pu, N., Sebe, N.
- Journal: Computer Vision and Image Understanding
- Year: 2024
WBNet: Weakly-supervised salient object detection via scribble and pseudo-background priors
- Authors: Wang, Y., Wang, R., He, X., Jia, Q., Fan, X.
- Journal: Pattern Recognition
- Year: 2024
A rotation robust shape transformer for cartoon character recognition
- Authors: Jia, Q., Chen, X., Wang, Y., Ling, H., Latecki, L.J.
- Journal: Visual Computer
- Year: 2024