Title Research of 3D human body parts measurement precision using Kinect sensor
Translation of Title Trimačio žmogaus kūno dalių matavimo Kinect jutikliu tikslumo tyrimas.
Authors Albitar, Tony
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Pages 64
Keywords [eng] Kinect sensor ; augmented reality ; human body measurement ; virtual dressing application
Abstract [eng] Non-contact human body parts measurement plays a vital role in augmented reality, virtual fitting, and physical healthcare applications. Existing Kinect-based body measurement methods encounter many challenges handling humans wearing clothes or are time-consuming since their objective also includes 3D scanning and reconstruction. This research project introduces a viable and effective Kinect-based method to generate 3D human body measurements of human wearing clothes. The proposed approach involves capturing frames of a subject from a single view and constructing a denoised 3D point cloud, which allows the acquisition of ten distinct measurements in total. Extensive experimental results demonstrated that the developed method requires a short execution time of approximately 20 seconds while producing accurate measurements with comparable quality. Ultimately, this research offers a convenient approach for designing and improving a real-time 3D virtual dressing application.
Dissertation Institution Kauno technologijos universitetas.
Type Master thesis
Language English
Publication date 2021