RSSJournal Papers

JSTSP 2008 – Target detection and tracking with heterogeneous sensors

JSTSP 2008 – Target detection and tracking with heterogeneous sensors

| August 13, 2008

Huiyu Zhou, Murtaza Taj, Andrea Cavallaro IEEE Journal of Selected Topics in Signal Processing, 2008 Abstract We present a multimodal detection and tracking algorithm for sensors composed of a camera mounted between two microphones. Target localization is performed on color-based change detection in the video modality and on Time Difference of Arrival (TDOA) estimation between […]

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TCSVT 2008 – Efficient Multi-Target Visual Tracking Using Random Finite Sets

TCSVT 2008 – Efficient Multi-Target Visual Tracking Using Random Finite Sets

| August 13, 2008

Emilio Maggio,┬áMurtaza Taj, Andrea Cavallaro IEEE Transaction on Circuits System and Video Technology, 2008 Abstract We propose a filtering framework for multi-target tracking that is based on the Probability Hypothesis Density (PHD) filter and data association using graph matching. This framework can be combined with any object detectors that generate positional and dimensional information of […]

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EURASIP 2008 – Detection and Tracking of Humans and Faces

EURASIP 2008 – Detection and Tracking of Humans and Faces

| January 13, 2008

Stefan Karlsson,┬áMurtaza Taj, Andrea Cavallaro EURASIP Journal on Image and Video Processing, 2008 Abstract We present a video analysis framework that integrates prior knowledge in object tracking to automatically detect humans and faces, and can be used to generate abstract representations of video (key-objects and object trajectories). The analysis framework is based on the fusion […]

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