Hi! 👋 I am Zongjing Cao. I am currently a PhD candidate in Computer Science and Engineering (CSE) at Inha University, South Korea. Prior to this, I earned my Master's degree in CSE from Jeonbuk National University. My research interests are in the areas of deep learning, computer vision, and image processing, with recent study focuses on uncertainty quantization and open set recognition.

News

📌 2024.08 One paper was accepted to 27th International Conference on Pattern Recognition (ICPR 2024).
📌 2024.07 One paper was accepted to Human-centric Computing and Information Sciences (HCIS).
📌 2024.07 One paper was accepted to IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI).

▷ Publications

LogitAC: Logit Amplitude Constraints for Confidence Calibration and Out-of-Distribution Detection
Zongjing Cao, Yan Li, Byeong-Seok Shin*
IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI)
Deep Neural Network Confidence Calibration from Stochastic Weight Averaging
Zongjing Cao, Yan Li, Dongho Kim, Byeong-Seok Shin*
Electronics
Multi-Scale Feature-Based Spatiotemporal Pyramid Network for Hand Gesture Recognition
Zongjing Cao, Yan Li, Byeong-Seok Shin*
Human-centric Computing and Information Sciences (HCIS)
[pdf] [project page] [data]
Content-Adaptive and Attention-Based Network for Hand Gesture Recognition
Zongjing Cao, Yan Li, Byeong-Seok Shin*
Applied Sciences
[pdf] [project page] [data]
Learning Multi-Scale Features and Batch-Normalized Global Features for Person Re-Identification
Zongjing Cao, Hyojong Lee*
IEEE Access
[pdf] [project page] [data]
An Improved Split-Attention Architecture Based on Circle Loss for Person Re-Identification
Zongjing Cao, Hyojong Lee*
International Journal of Intelligent Systems and Applications in Engineering (IJISAE)
[pdf] [project page] [data]

▷ Conference Papers

Attention-Guided Energy-Based Model for Out-of-Distribution Data Detection
Zongjing Cao, Yan Li, Byeong-Seok Shin*
The 27th International Conference on Pattern Recognition (ICPR2024) (LNCS, volume 15326)
Robot Following System Based on Convolutional Fast Sliding Window Approach for Motorized Wheelchair
Zongjing Cao, Yan Li, Zuyu Zhang, Byeong-Seok Shin*
The 15th International Conference on Computer Science and its Applications (CSA2023) (LNEE, volume 1190)
[pdf] [project page] [data]
Confidence Calibration of Hand Gesture Recognition Networks Based on Ensemble Learning
Zongjing Cao, Yan Li, Byeong-Seok Shin*
The 14th International Conference on Computer Science and its Applications (CSA2022) (LNEE, volume 1028)
[pdf] [project page] [data]
Improved Res2Net Model for Person Re-identification
Zongjing Cao, Hyojong Lee*
IEEE First International Conference on Cognitive Machine Intelligence (CogMI2019) (CPCI-S)
[pdf] [project page] [data]

▷ Education

Sep. 2020 - Present, Department of Electrical and Computer Engineering, Inha University, Korea
Ph.D. in Computer Science and Engineering.
Advised by Prof. Byeongseok Shin in Media AI Lab.
Mar. 2018 - Aug. 2020, Division of Computer Science and Engineering, Jeonbuk National University, Korea
Master in Computer Science and Engineering.
Advised by Prof. Hyojong Lee in Software Engineering Lab.

▷ Miscellaneous

  • The best time to plant a tree was ten years ago, the second best time is now.