Exploring Video Captioning Techniques: A Comprehensive Survey on Deep Learning Methods

• Published in: SN computer science Vol. 2; no. 2; p. 120
• Main Authors: Islam, Saiful, Dash, Aurpan, Seum, Ashek, Raj, Amir Hossain, Hossain, Tonmoy, Shah, Faisal Muhammad
• Format: Journal Article
• Language: English
• Published: Singapore Springer Singapore 01.04.2021; Springer Nature B.V
• Subjects: Artificial neural networks; Classification; Computer Imaging; Computer Science; Computer Systems Organization and Communication Networks; Computer vision; Data Structures and Information Theory; Datasets; Deep learning; Feature extraction; Image retrieval; Information Systems and Communication Service; Language; Machine learning; Natural language; Natural language processing; Neural networks; Pattern Recognition and Graphics; Software Engineering/Programming and Operating Systems; Statistical analysis; Survey Article; Transformers; Vision; Feature Extraction; Video captioning; Spatio-Temporal; Evaluation Metrics; Deep Learning; Dataset Comparison

Video captioning is an automated collection of natural language phrases that explains the contents in video frames. Because of the incomparable performance of deep learning in the field of computer vision and natural language processing in recent years, research in this field has been exponentially...