Yazar "Yazici, Adnan" için Mühendislik Fakültesi / Faculty of Engineering listeleme
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An Intelligent Multimedia Information System for Multimodal Content Extraction and Querying
Yazici, Adnan; Koyuncu, Murat; Yilmaz, Turgay; Sattari, Saeid; Sert, Mustafa; Gulen, Elvan (2018)This paper introduces an intelligent multimedia information system, which exploits machine learning and database technologies. The system extracts semantic contents of videos automatically by using the visual, auditory and ... -
Leveraging Multimodal and Feature Selection Approaches to Improve Sleep Apnea Classification Performance
Memis, Gokhan; Sert, Mustafa; Yazici, Adnan (2017)Obstructive sleep apnea (OSA) is a sleep disorder with long-term adverse effects such as cardiovascular diseases. However, clinical methods, such as polisomnograms, have high monitoring costs due to long waiting times and ... -
Use of Acoustic and Vibration Sensor Data to Detect Objects in Surveillance Wireless Sensor Networks
Kucukbay, Selver Ezgi; Sert, Mustafa; Yazici, Adnan (2017)Nowadays, people are using stealth sensors to detect intruders due to their low power consumption and wide coverage. It is very important to use lightweight sensors for detecting real time events and taking actions ... -
Visual and Auditory Data Fusion for Energy-Efficient and Improved Object Recognition in Wireless Multimedia Sensor Networks
Koyuncu, Murat; Yazici, Adnan; Civelek, Muhsin; Cosar, Ahmet; Sert, Mustafa (2019)Automatic threat classification without human intervention is a popular research topic in wireless multimedia sensor networks (WMSNs) especially within the context of surveillance applications. This paper explores the ...