Search Results for author: Mohammad Javad Ahmadi

Found 2 papers, 1 papers with code

AugmenTory: A Fast and Flexible Polygon Augmentation Library

1 code implementation7 May 2024 Tanaz Ghahremani, Mohammad Hoseyni, Mohammad Javad Ahmadi, Pouria Mehrabi, Amirhossein Nikoofard

Data augmentation is a key technique for addressing the challenge of limited datasets, which have become a major component in the training procedures of image processing.

Data Augmentation Instance Segmentation +1

Video-based Surgical Skill Assessment using Tree-based Gaussian Process Classifier

no code implementations15 Dec 2023 Arefeh Rezaei, Mohammad Javad Ahmadi, Amir Molaei, Hamid. D. Taghirad

This paper aims to present a novel pipeline for automated surgical skill assessment using video data and to showcase the effectiveness of the proposed approach in evaluating surgeon proficiency, its potential for targeted training interventions, and quality assurance in surgical departments.

Computational Efficiency

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