An overview of cluster-based image search result organization: background, techniques, and ongoing challenges

J Tekli - Knowledge and Information Systems, 2022 - Springer
Digital photographs and visual data have become increasingly available, especially on the
Web considered as the largest image database to date. However, the value of multimedia …

Multimodal retrieval with diversification and relevance feedback for tourist attraction images

DT Dang-Nguyen, L Piras, G Giacinto, G Boato… - ACM Transactions on …, 2017 - dl.acm.org
In this article, we present a novel framework that can produce a visual description of a tourist
attraction by choosing the most diverse pictures from community-contributed datasets, which …

Unsupervised topical organization of documents using corpus-based text analysis

S Sarkissian, J Tekli - Proceedings of the 13th international conference …, 2021 - dl.acm.org
This study aims at automating the process of topical keyword organization of set of
documents in an input text corpus. It is conducted in the context of a larger project to …

Graph-based multimodal clustering for social multimedia

G Petkos, M Schinas, S Papadopoulos… - Multimedia Tools and …, 2017 - Springer
Real world datasets often consist of data expressed through multiple modalities. Clustering
such datasets is in most cases a challenging task as the involved modalities are often …

Pseudo-relevance feedback diversification of social image retrieval results

B Boteanu, I Mironică, B Ionescu - Multimedia Tools and Applications, 2017 - Springer
In this paper we introduce a novel pseudo-relevance feedback (RF) perspective to social
image search results diversification. Traditional RF techniques introduce the user in the …

UFTDRDH: A novel user-oriented solution for full-text database retrieval in Chinese digital humanities

C Yan, X Fang, Y Li - Journal of Information Science, 2022 - journals.sagepub.com
Information technology boosts the development of database retrieval in the Chinese digital
humanities domain. However, most database providers adopt a system-oriented design …

[PDF][PDF] LAPI@ 2016 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective.

B Boteanu, MG Constantin, B Ionescu - MediaEval, 2016 - slim-sig.irisa.fr
In this paper we present the results achieved during the 2016 Media-Eval Retrieving Diverse
Social Images Task, using an approach based on pseudo-relevance feedback, in which …

Identity-assisted network for pedestrian attribute recognition

Y Li, L Wu, Z Chen, G Yin, X Wang… - 2022 4th International …, 2022 - ieeexplore.ieee.org
Pedestrian attribute recognition aims to accurately locate and extract high-level semantic
attributes of pedestrians, and provide important support for pedestrian re-identification. The …

Visual re-ranking via adaptive collaborative hypergraph learning for image retrieval

N Bouhlel, G Feki, CB Amar - … Retrieval: 42nd European Conference on IR …, 2020 - Springer
Visual re-ranking has received considerable attention in recent years. It aims to enhance the
performance of text-based image retrieval by boosting the rank of relevant images using …

Hypergraph-based image search reranking with elastic net regularized regression

N Bouhlel, G Feki, CB Amar - Multimedia Tools and Applications, 2020 - Springer
Image search reranking is emerging as an effective technique to refine the text-based image
search results using visual information. In this paper, we introduce a novel hypergraph …