4 papers
Edge Training and Inference with Analog ReRAM Technology for Hand Gesture Recognition
Victoria Clerico, Anirvan Dutta, Donato Francesco Falcone +8
Tactile hand gesture recognition is a crucial task for user control in the automotive sector, where Human-Machine Interactions (HMI) demand low latency and high energy efficiency.…
Enhancing Cell Tracking with a Time-Symmetric Deep Learning Approach
Gergely Szabó, Paolo Bonaiuti, Andrea Ciliberto +1
The accurate tracking of live cells using video microscopy recordings remains a challenging task for popular state-of-the-art image processing based object tracking methods. In rec…
Post-Hoc MOTS: Exploring the Capabilities of Time-Symmetric Multi-Object Tracking
Gergely Szabó, Zsófia Molnár, András Horváth
Temporal forward-tracking has been the dominant approach for multi-object segmentation and tracking (MOTS). However, a novel time-symmetric tracking methodology has recently been i…
A framework for optimisation based stochastic process discovery
Pierre Cry, András Horváth, Paolo Ballarini +1
Process mining is concerned with deriving formal models capable of reproducing the behaviour of a given organisational process by analysing observed executions collected in an even…