Research
I've published 20+ peer-reviewed papers across computer vision, person re-identification, multimodal learning, video understanding, and applied AI. A selection is below.
Full list on Google Scholar.
An Ensemble Approach to Emergency Medicine Skill Assessment
Rahul, J-P. Ainam, A. P. Subedi, L. Cavuoto, S. D. Schwaitzberg, M. G. Hackett, J. E. Norfleet, S. De
Military Medicine, 2025
Video-based Skill Acquisition Assessment in Laparoscopic Surgery Using Deep Learning
E. Yanik, J-P. Ainam, Y. Fu, S. Schwaitzberg, L. Cavuoto, S. De
Global Surgical Education, Journal of the Association for Surgical Education, 2024
Scene Recognition With Objectness, Attribute, and Category Learning
L. Zhao, J-P. Ainam, J. Zhang, W. Song, X. Wang
IEEE Access, 2024
Deep Learning for Video-Based Assessment of Endotracheal Intubation Skills
J-P. Ainam, E. Yanik, Rahul, T. Kunkes, L. Cavuoto, B. Clemency, K. Tanaka, M. Hackett, J. Norfleet, S. De
arXiv preprint, 2024
A Deep Learning Approach for Insulator Instance Segmentation and Defect Detection
E. Antwi-Bekoe, G. Liu, J-P. Ainam, G. Sun, X. Xie
Neural Computing and Applications, 2022
Learning Global and Local Features Using Graph Neural Networks for Person Re-identification
J. Zhang, J-P. Ainam, W. Song, L. Zhao, X. Wang, H. Li
Signal Processing: Image Communication, 2022
Unsupervised Domain Adaptation for Person Re-identification with Iterative Soft Clustering
J-P. Ainam, K. Qin, J. W. Owusu, G. Lu
Knowledge-Based Systems, 2021
Enforcing Affinity Feature Learning through Self-attention for Person Re-identification
J-P. Ainam, K. Qin, G. Liu, G. Luo, B. Agyemang
ACM Transactions on Multimedia Computing, Communications, and Applications, 2020
Sparse Label Smoothing Regularization for Person Re-Identification
J-P. Ainam, K. Qin, G. Liu, G. Luo
IEEE Access, 2019
View-Invariant and Similarity Learning for Robust Person Re-Identification
J-P. Ainam, K. Qin, G. Liu, G. Luo
IEEE Access, 2019