Insect-foundation: A foundation model and large-scale 1m dataset for visual insect understanding

HQ Nguyen, TD Truong, XB Nguyen… - Proceedings of the …, 2024 - openaccess.thecvf.com
In precision agriculture the detection and recognition of insects play an essential role in the
ability of crops to grow healthy and produce a high-quality yield. The current machine vision …

Vec2face-v2: Unveil human faces from their blackbox features via attention-based network in face recognition

TD Truong, CN Duong, N Le, M Savvides… - arXiv preprint arXiv …, 2022 - arxiv.org
In this work, we investigate the problem of face reconstruction given a facial feature
representation extracted from a blackbox face recognition engine. Indeed, it is a very …

Video-Based Autism Detection with Deep Learning

M Serna-Aguilera, XB Nguyen, A Singh… - 2024 IEEE Green …, 2024 - ieeexplore.ieee.org
Individuals with Autism Spectrum Disorder (ASD) often experience challenges in health,
communication, and sen-sory processing; therefore, early diagnosis is necessary for proper …

A Novel Dataset for Video-Based Autism Classification Leveraging Extra-Stimulatory Behavior

M Serna-Aguilera, XB Nguyen, HS Seo… - arXiv preprint arXiv …, 2024 - arxiv.org
Autism Spectrum Disorder (ASD) can affect individuals at varying degrees of intensity, from
challenges in overall health, communication, and sensory processing, and this often begins …

QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering

XB Nguyen, HQ Nguyen, SYC Chen, SU Khan… - arXiv preprint arXiv …, 2024 - arxiv.org
Unsupervised vision clustering, a cornerstone in computer vision, has been studied for
decades, yielding significant outcomes across numerous vision tasks. However, these …

Hierarchical Quantum Control Gates for Functional MRI Understanding

XB Nguyen, HQ Nguyen, H Churchill, SU Khan… - arXiv preprint arXiv …, 2024 - arxiv.org
Quantum computing has emerged as a powerful tool for solving complex problems
intractable for classical computers, particularly in popular fields such as cryptography …