Search Results - "MARAS, Bahri"
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A robust vehicle tracking in low-altitude UAV videos
Published in Machine vision and applications (01-09-2023)“…In this study, we concentrate on solving variations in scale, aspect ratio, rotation, visual model and target motion problems for vehicle tracking in…”
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Journal Article -
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Creation of Annotated Synthetic UAV Video Dataset for Object Detection and Tracking
Published in 2023 31st Signal Processing and Communications Applications Conference (SIU) (05-07-2023)“…In order for object detection and tracking in videos obtained from unmanned aerial vehicles (UAVs) by deep convolutional neural networks (DCNN), extensive…”
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Conference Proceeding -
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Enhancing Object Detection Algorithms by Synthetic Aerial Images
Published in 2023 31st Signal Processing and Communications Applications Conference (SIU) (05-07-2023)“…In order to accurately perform object detection by deep convolutional neural networks (DCNN) in videos, obtained from unmanned aerial vehicles (UAVs), many…”
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Conference Proceeding -
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Object tracking by combining tracking-by-detection and marginal particle filter
Published in 2016 24th Signal Processing and Communication Application Conference (SIU) (01-05-2016)“…In this paper, we propose a new algorithm based on tracking-by-detection approach for tracking of the objects having non-linear dynamic motion. For this…”
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Conference Proceeding