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8 papers · 2 filters
Tailoring Adversarial Attacks on Deep Neural Networks for Targeted Class Manipulation Using DeepFool Algorithm
S. M. Fazle Rabby Labib, Joyanta Jyoti Mondal, Meem Arafat Manab +2
The susceptibility of deep neural networks (DNNs) to adversarial attacks undermines their reliability across numerous applications, underscoring the necessity for an in-depth explo…
Using Saliency and Cropping to Improve Video Memorability
Vaibhav Mudgal, Qingyang Wang, Lorin Sweeney +1
Video memorability is a measure of how likely a particular video is to be remembered by a viewer when that viewer has no emotional connection with the video content. It is an impor…
Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural network
Joyanta Jyoti Mondal, Md. Farhadul Islam, Raima Islam +5
The prevalence and mobility of smartphones make these a widely used tool for environmental health research. However, their potential for determining aggregated air quality index (A…
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention
Enric Moreu, Eric Arazo, Kevin McGuinness +1
Deep learning has shown excellent performance in analysing medical images. However, datasets are difficult to obtain due privacy issues, standardization problems, and lack of annot…
Domain Generalisation with Bidirectional Encoder Representations from Vision Transformers
Hamza Riaz, Alan F. Smeaton
Domain generalisation involves pooling knowledge from source domain(s) into a single model that can generalise to unseen target domain(s). Recent research in domain generalisation…
Defect Classification in Additive Manufacturing Using CNN-Based Vision Processing
Xiao Liu, Alessandra Mileo, Alan F. Smeaton
The development of computer vision and in-situ monitoring using visual sensors allows the collection of large datasets from the additive manufacturing (AM) process. Such datasets c…