Publication d'une recherche scientifique dans l'Index Clarivate Q2
2023-12-23
Dr. Rabah N. Farhan, a researcher at the Renewable Energy Research Center – University of Anbar in cooperation with researchers. Publish a scientific article in scientific journal “Journal of Intelligent Systems” that has Scopus index Q2 titled:
"AttentionPose: Attention-driven end-to-end model for precise 6D pose estimation"
This scientific article explore a groundbreaking solution for 6D pose estimation from single RGB images, with a focus on overcoming challenges like object occlusion and clutter. The attention-driven end-to-end model, incorporating pixel-wise unit vectors and voting for object keypoints, achieved an impressive accuracy rate of 99.73% on the LINEMOD benchmark dataset, surpassing current state-of-the-art methods. Notably, its robust generalization capabilities resulted in an average accuracy of 97.36% on objects outside the dataset. This innovation promises significant advancements in robotics, augmented reality, and autonomous driving applications.
Publication detail
https://www.degruyter.com/document/doi/10.1515/jisys-2023-0153/html
