Mobil Nesne Takibinin Hızlandırılması
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Date
2016
Authors
Özuysal, Mustafa
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Publisher
Institute of Electrical and Electronics Engineers Inc.
Open Access Color
Green Open Access
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Abstract
Bu bildiride modern işlemcilerin Tekil İşlem Çoklu Veri (TİÇV) komutlarıyla hızlandırılmış bir nesne takip modülü içeren mobil bir artırılmış gerçeklik uygulaması sunulmaktadır. Hem standart C++ hem de ARM işlemciler için geliştirilen TİÇV komut seti olan NEON ile kodlanmış verimli bir Sıfır Ortalamalı
Farkların Kareleri Toplamı (SOFKT) yöntemi detaylandırılmıştır. Bu iki yöntemin mobil cihaz üzerinde çalışma hızları ölçülerek karşılaştırılmıştır.
In this paper, we present a mobile augmented reality implementation with an accelerated tracking module using Single Instruction Multiple Data (SIMD) instructions available in modern CPUs. We detail the implementation of an efficient Zero-Mean Sum of Squared Differences (ZMSSD) algorithm both using standard C++ and the SIMD NEON instruction set of ARM processors. We compare the numerical measurements of tracking speed on a mobile device of both versions.
In this paper, we present a mobile augmented reality implementation with an accelerated tracking module using Single Instruction Multiple Data (SIMD) instructions available in modern CPUs. We detail the implementation of an efficient Zero-Mean Sum of Squared Differences (ZMSSD) algorithm both using standard C++ and the SIMD NEON instruction set of ARM processors. We compare the numerical measurements of tracking speed on a mobile device of both versions.
Description
24th Signal Processing and Communication Application Conference, SIU 2016; Zonguldak; Turkey; 16 May 2016 through 19 May 2016
Keywords
Object tracking, Augmented reality system, Single instruction multiple data, Nesne takibi, Gerçek zamanlı algoritmalar, Artırılmış gerçeklik
Fields of Science
0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology
Citation
Özuysal, M. (2016, May 16-19). Mobil nesne takibinin hızlandırılması. Paper presented at the 24th Signal Processing and Communication Application Conference, SIU 2016. doi:10.1109/SIU.2016.7496130
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Source
24th Signal Processing and Communication Application Conference, SIU 2016
Volume
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Start Page
1877
End Page
1880
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Scopus : 0
