Content based video retrieval system using two stream convolutional neural network

• Published in: Multimedia tools and applications Vol. 82; no. 16; pp. 24465 - 24483
• Main Authors: Sowmyayani, S., Rani, P. Arockia Jansi
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.07.2023; Springer Nature B.V
• Subjects: Artificial neural networks; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Datasets; Digital cameras; Matching; Multimedia Information Systems; Neural networks; Object recognition; Queries; Retrieval; Salience; Similarity; Special Purpose and Application-Based Systems; Video data; Salient object; Keyframes; Correlation; Convolutional neural network; Shot boundary

Nowadays capturing video through mobile phones, digital cameras and uploading it in social media is a trend. These videos do not have semantic tags. Searching these kinds of videos is difficult to web users. Content Based Video Retrieval (CBVR) helps to identify the most relevant videos for a given...