Browsing by Author "3433ec29-6647-4e47-8f5c-501787581d02"
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Automatic Video Summarization Using HEVC and CNN Features
Issa, Obada (2022-11)With the incredible surge of the internet and surveillance footage, there is a vast number of digital videos. The need to summarize these videos within databases is very crucial. This is where video summarization comes in ... -
CNN and HEVC Video Coding Features for Static Video Summarization
Issa, Obada; Shanableh, Tamer (IEEE, 2022)This study proposes a novel solution for the detection of keyframes for static video summarization. We preprocessed the well-known video datasets by coding them using the HEVC video coding standard. During coding, 64 ... -
Video-Based Recognition of Human Activity Using Novel Feature Extraction Techniques
Issa, Obada; Shanableh, Tamer (MDPI, 2023-06-05)This paper proposes a novel approach to activity recognition where videos are compressed using video coding to generate feature vectors based on compression variables. We propose to eliminate the temporal domain of feature ...