6 citations · 6 across the 11 of their papers we have counts for
4 papers · 1 filter
Sensitive Image Classification by Vision Transformers
Hanxian He, Campbell Wilson, Thanh Thi Nguyen +1
When it comes to classifying child sexual abuse images, managing similar inter-class correlations and diverse intra-class correlations poses a significant challenge. Vision transfo…
Object Detection Approaches to Identifying Hand Images with High Forensic Values
Thanh Thi Nguyen, Campbell Wilson, Imad Khan +1
Forensic science plays a crucial role in legal investigations, and the use of advanced technologies, such as object detection based on machine learning methods, can enhance the eff…
Adaptive Knowledge Distillation for Classification of Hand Images using Explainable Vision Transformers
Thanh Thi Nguyen, Campbell Wilson, Janis Dalins
Assessing the forensic value of hand images involves the use of unique features and patterns present in an individual's hand. The human hand has distinct characteristics, such as t…
PDQ & TMK + PDQF -- A Test Drive of Facebook's Perceptual Hashing Algorithms
Janis Dalins, Campbell Wilson, Douglas Boudry
Efficient and reliable automated detection of modified image and multimedia files has long been a challenge for law enforcement, compounded by the harm caused by repeated exposure…