3 citations · 4 across the 5 of their papers we have counts for
5 papers · 1 filter
Airway Skill Assessment with Spatiotemporal Attention Mechanisms Using Human Gaze
Jean-Paul Ainam, Rahul, Lora Cavuoto +3
Airway management skills are critical in emergency medicine and are typically assessed through subjective evaluation, often failing to gauge competency in real-world scenarios. Thi…
Deep Learning for Video-Based Assessment of Endotracheal Intubation Skills
Jean-Paul Ainam, Erim Yanik, Rahul Rahul +7
Endotracheal intubation (ETI) is an emergency procedure performed in civilian and combat casualty care settings to establish an airway. Objective and automated assessment of ETI sk…
Scene Recognition with Objectness, Attribute and Category Learning
Ji Zhang, Jean-Paul Ainam, Li-hui Zhao +2
Scene classification has established itself as a challenging research problem. Compared to images of individual objects, scene images could be much more semantically complex and ab…
Self Attention Grid for Person Re-Identification
Jean-Paul Ainam, Ke Qin, Guisong Liu
In this paper, we present an attention mechanism scheme to improve person re-identification task. Inspired by biology, we propose Self Attention Grid (SAG) to discover the most inf…
Sparse Label Smoothing Regularization for Person Re-Identification
Jean-Paul Ainam, Ke Qin, Guisong Liu +1
Person re-identification (re-id) is a cross-camera retrieval task which establishes a correspondence between images of a person from multiple cameras. Deep Learning methods have be…