Capsule network with its limitation, modification, and applications—A survey
Numerous advancements in various fields, including pattern recognition and image
classification, have been made thanks to modern computer vision and machine learning …
classification, have been made thanks to modern computer vision and machine learning …
A review of generative and non-generative adversarial attack on context-rich images
In this fast-moving digital era, millions of images are added to repositories every millisecond.
These images are context-rich images with ample underlying data that are extracted and …
These images are context-rich images with ample underlying data that are extracted and …
Real-time driver monitoring system with facial landmark-based eye closure detection and head pose recognition
D Kim, H Park, T Kim, W Kim, J Paik - Scientific reports, 2023 - nature.com
This paper introduces a real-time Driver Monitoring System (DMS) designed to monitor
driver behavior while driving, employing facial landmark estimation-based behavior …
driver behavior while driving, employing facial landmark estimation-based behavior …
RobCaps: evaluating the robustness of capsule networks against affine transformations and adversarial attacks
A Marchisio, A De Marco, A Colucci… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
Capsule Networks (CapsNets) are able to hierarchically preserve the pose relationships
between multiple objects for image classification tasks. Other than achieving high accuracy …
between multiple objects for image classification tasks. Other than achieving high accuracy …
[PDF][PDF] CapsNet-FR: Capsule Networks for Improved Recognition of Facial Features.
Face recognition (FR) technology has numerous applications in artificial intelligence
including biometrics, security, authentication, law enforcement, and surveillance. Deep …
including biometrics, security, authentication, law enforcement, and surveillance. Deep …
Adversarial Attacks and Defenses in Capsule Networks: A Critical Review of Robustness Challenges and Mitigation Strategies
Abstract Capsule Networks (CapsNets) have gained significant attention in recent years due
to their potential for improved representation learning and robustness. However, their …
to their potential for improved representation learning and robustness. However, their …