Development of a unified digital library system: integration of image processing, big data, and deep learning

X Wang, M Jia - International Journal of Information and …, 2024 - inderscienceonline.com
The digital library serves as a multifaceted information hub, housing text, sound, images,
video, and literature in digital form. It aids users with retrieval, download, and document …

Research onCross-media Semantic Retrieval in Digital Library Based on Deep Learning

D Ning - 2023 International Conference on Engineering and …, 2023 - ieeexplore.ieee.org
A diverse and heterogeneous data environment, an excellent cross-media semantic retrieval
model is the key to enhancing the interactivity of digital libraries and promoting the …

[HTML][HTML] Special issue on content-based multimedia indexing in the era of artificial intelligence

S Rudinac, J Benois-Pineau… - Multimedia Tools and …, 2021 - Springer
Content-based approaches to multimedia analysis, indexing, search and exploration have
long been a cornerstone of facilitating access to multimedia and multimodal collections …

[PDF][PDF] DIGITAL LIBRARY: AN EMERGING TREND, CHALLENGES AND CONSIDERATIONS

VK Jagtap - researchhub.org.in
The emergence of digital technology has reshaped the landscape of information
management and access, catalyzing a paradigm shift in traditional library systems. This …

[PDF][PDF] Content-based information retrieval and digital libraries

GG Wan, Z Liu - 1foldr Import 2019-10-08 Batch 11, 2008 - oaktrust.library.tamu.edu
This paper discusses the applications and importance of content-based information retrieval
technology in digital libraries. It generalizes the process and analyzes current examples in …

[PDF][PDF] Multi-Modal Retrieval for Multimedia Digital Libraries: Issues, Architecture, and Mechanisms.

J Yang, Y Zhuang, Q Li - Multimedia Information Systems, 2001 - researchgate.net
Supporting effective and efficient retrieval of multimedia data is a challenging problem in
building a digital library. In this paper, we examine the issues related to accommodating …

[图书][B] Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies: Advancing Applications and Technologies

L Yan - 2011 - books.google.com
As consumer costs for multimedia devices such as digital cameras and Web phones have
decreased and diversity in the market has skyrocketed, the amount of digital information has …

Towards an all-purpose content-based multimedia information retrieval system

R Gasser, L Rossetto, H Schuldt - arXiv preprint arXiv:1902.03878, 2019 - arxiv.org
The growth of multimedia collections-in terms of size, heterogeneity, and variety of media
types-necessitates systems that are able to conjointly deal with several forms of media …

[PDF][PDF] Research Challenges of Library and Information Science in retrieving content based Multimedia Information

AF Adrakatti, KR Mulla - URL: https://www. researchgate. net …, 2022 - researchgate.net
Since several decades, the field of information retrieval (IR) has been active. Initially, IR field
was concerned with effective and efficient analysis of information needs based on a set of …

Deep learning: a recent computing platform for multimedia information retrieval

D Menaga, S Revathi - … techniques and optimization strategies in big …, 2020 - igi-global.com
Multimedia application is a significant and growing research area because of the advances
in technology of software engineering, storage devices, networks, and display devices. With …