180 citations · 577 across the 28 of their papers we have counts for
4 papers · 1 filter
SIRe-Networks: Convolutional Neural Networks Architectural Extension for Information Preservation via Skip/Residual Connections and Interlaced Auto-Encoders
Danilo Avola, Luigi Cinque, Alessio Fagioli +1
Improving existing neural network architectures can involve several design choices such as manipulating the loss functions, employing a diverse learning strategy, exploiting gradie…
3D Hand Pose and Shape Estimation from RGB Images for Keypoint-Based Hand Gesture Recognition
Danilo Avola, Luigi Cinque, Alessio Fagioli +3
Estimating the 3D pose of a hand from a 2D image is a well-studied problem and a requirement for several real-life applications such as virtual reality, augmented reality, and hand…
Drone swarm patrolling with uneven coverage requirements
Claudio Piciarelli, Gian Luca Foresti
Swarms of drones are being more and more used in many practical scenarios, such as surveillance, environmental monitoring, search and rescue in hardly-accessible areas, etc.. While…
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization
Pankaj Mishra, Riccardo Verk, Daniele Fornasier +2
We present a transformer-based image anomaly detection and localization network. Our proposed model is a combination of a reconstruction-based approach and patch embedding. The use…