Semantic deep learning and adaptive clustering for handling multimodal multimedia information retrieval

S Sattari, A Yazici - Multimedia Tools and Applications, 2024 - Springer
Multimedia data encompasses various modalities, including audio, visual, and text,
necessitating the development of robust retrieval methods capable of harnessing these …

Evaluating Performance and Trends in Interactive Video Retrieval: Insights from the 12th VBS Competition

L Vadicamo, R Arnold, W Bailer, F Carrara… - IEEE …, 2024 - ieeexplore.ieee.org
This paper conducts a thorough examination of the 12th Video Browser Showdown (VBS)
competition, a well-established international benchmarking campaign for interactive video …

Exquisitor at the Video Browser Showdown 2024: Relevance Feedback Meets Conversational Search

OS Khan, H Zhu, U Sharma, E Kanoulas… - … on Multimedia Modeling, 2024 - Springer
An important open problem in video retrieval and exploration concerns the generation and
refinement of queries for complex tasks that standard methods are unable to solve …