Publications: Pattern recognition

Learning spatiotemporal patterns for monitoring smart cities and infrastructure

Recent advances in the Internet of Things (IoT) have changed the way we interact with the world. The ability to monitor and manage objects in the physical world electronically makes it possible to b

Mining human mobility patterns from pervasive spatial and temporal data

Recent advances in communication, sensors and processors have made pervasive systems more computationally powerful and increasingly popular. These systems are deployed everywhere all the time while

Context-aware mobility analytics and trip planning

The study of user mobility is to understand and analyse the movement of individuals in the spatial and temporal domains. Mobility analytics and trip planning are two vital components of user mobilit

Evolutionary multivariate time series prediction

Multivariate time series (MTS) prediction plays a significant role in many practical data mining applications, such as finance, energy supply, and medical care domains. Over the years, various predi

Modelling dynamics of urban mobility for predictive surveillance of crime

The study of urban dynamics is to understand and analyse the dynamic properties of a city in the spatio-temporal domain. It includes the daily routines of the inhabitants, their movement patterns, g

DroTrack: High-speed Drone-based Object Tracking Under Uncertainty

We present DroTrack, a high-speed visual singleobject tracking framework for drone-captured video sequences. Most of the existing object tracking methods are designed to tackle well-known challen

grid2vec: Learning Efficient Visual Representations via Flexible Grid-Graphs

We propose flexgrid2vec, a novel approach for image representation learning. Existing visual representation methods suffer from several issues, including the need for highly intensive computation

Intelligent Task Recognition: Towards Enabling Productivity Assistancein Daily Life

We introduce the novel research problem of task recognition in daily life.We recognize tasks such as project management, planning, meal-breaks, communication, documentation, and family care. We c

Collision Pattern Modeling and Real-Time Collision Detection at Road Intersections

The crash rate in road intersection demonstrates the need for a fast and accurate collision detection system. Ubiquitous computing research provides a significant opportunity to develop novel way

© 2021 Flora Salim - CRUISE Research Group.