Enhancing Bangla video comprehension through multimodal feature integration and attention-based encoder-decoder captioning models for single-action videos

Enhancing Bangla video comprehension through multimodal feature integration and attention-based encoder-decoder captioning models for single-action videos

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Bibliografiset tiedot
Päätekijät:	Das, Saurav, Biswas, Shammo, Fahim, Taimoor, Sanjan, M.A.B. Siddique, Tarannum, Tasnia Alam
Muut tekijät:	Alam, Md. Ashraful
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2024
Aiheet:	Video captioning Bangla language Video processing Natural language processing Feature fusion Encoder-decoder framework Multimodal fusion GRU-Gaussian attention model CIDEr score Natural language processing (Computer science). Neural networks (Computer science).
Linkit:	http://hdl.handle.net/10361/24342

Samankaltaisia teoksia

Fusion energy /
Tekijä: Gross, Robert A., 1927-
Julkaistu: (1984)

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Julkaistu: (2010)

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