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Maleen Jayasuriya

4 accepted papers

2025

Adaptive Gaze Modulation in Social Robots: A Reinforcement Learning Approach to Attention Regulation

IROS 2025

Attention serves as a critical antecedent to social presence, which fundamentally influences acceptance, trust, and overall interaction quality in human-robot interaction (HRI). This paper investigates the development of a gaze modulation framework that enables robots to strategically influence huma

Cited by 0SourceScholar
2024

A 3D Vector Field and Gaze Data Fusion Framework for Hand Motion Intention Prediction in Human-Robot Collaboration

ICRA 2024poster

In human-robot collaboration (HRC) settings, hand motion intention prediction (HMIP) plays a pivotal role in ensuring prompt decision-making, safety, and an intuitive collaboration experience. Precise and robust HMIP with low computational resources remains a challenge due to the stochastic nature o…

Cited by 1SourcecodeScholar
2020

Active Perception for Outdoor Localisation with an Omnidirectional Camera

IROS 2020poster

This paper presents a novel localisation framework based on an omnidirectional camera, targeted at outdoor urban environments. Bearing only information to persistent and easily observable high-level semantic landmarks (such as lamp-posts, street-signs and trees) are perceived using a Convolutional N…

Cited by 29SourceScholar
2020

Localising PMDs through CNN Based Perception of Urban Streets

ICRA 2020poster

The main contribution of this paper is a novel Extended Kalman Filter (EKF) based localisation scheme that fuses two complementary approaches to outdoor vision based localisation. This EKF is aided by a front end consisting of two Convolutional Neural Networks (CNNs) that provide the necessary perce…

Cited by 10SourceScholar