Hyper-node relational graph attention network for multi-modal knowledge graph completion

S Liang, A Zhu, J Zhang, J Shao - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Knowledge graphs often suffer from incompleteness, and knowledge graph completion
(KGC) aims at inferring the missing triplets through knowledge graph embedding from …

Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval

S Li, X Xu, X Jiang, F Shen, Z Sun… - ACM Transactions on …, 2024 - dl.acm.org
In this article, we study the challenging cross-modal image retrieval task, Composed Query-
Based Image Retrieval (CQBIR), in which the query is not a single text query but a …

Semantic approaches for query expansion

DK Sharma, R Pamula, DS Chauhan - Evolutionary Intelligence, 2021 - Springer
Abstract To increase the Information Retrieval System's efficiency, there is a requirement to
expand the native user query. There are many approaches to enhance the user query in …

Perceptual image hashing using transform domain noise resistant local binary pattern

SQ Abbas, F Ahmed, YPP Chen - Multimedia Tools and Applications, 2021 - Springer
Abstract A new Discrete Cosine Transform (DCT) domain Perceptual Image Hashing (PIH)
scheme is proposed in this paper. PIH schemes are designed to extract a set of features …

Towards food image retrieval via generalization-oriented sampling and loss function design

J Song, Z Li, W Min, S Jiang - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Food computing has increasingly received widespread attention in the multimedia field. As a
basic task of food computing, food image retrieval has wide applications, that is, food image …

A contemporary combined approach for query expansion

DK Sharma, R Pamula, DS Chauhan - Multimedia Tools and Applications, 2022 - Springer
The use of an automatic query expansion technique is to enhance the performance of the
Information Retrieval System. Selecting the candidate terms for query expansion is an …

An image selection framework for automatic report generation

C Hyun, C Hur, H Park - Multimedia Tools and Applications, 2022 - Springer
The development of IoT technologies and social network services (SNS) are contributing to
the growth of big data. However, the vast amount of data makes it difficult for users to find the …

A new way of search query like knowledge graph and its interpretability

Y Xie, G Zeng - Knowledge and Information Systems, 2024 - Springer
In online search, it has always been a challenge to provide a way of search query that can
help users accurately express search intentions and encourage them to type easily. This …

Densely enhanced semantic network for conversation system in social Media

Y Li, Z Wang, J Yu - ACM Transactions on Multimedia Computing …, 2022 - dl.acm.org
The human–computer conversation system is a significant application in the field of
multimedia. To select an appropriate response, retrieval-based systems model the matching …

Diversely-Supervised Visual Product Search

W Thong, CGM Snoek - ACM Transactions on Multimedia Computing …, 2022 - dl.acm.org
This article strives for a diversely supervised visual product search, where queries specify a
diverse set of labels to search for. Where previous works have focused on representing …