Boosting Diversity in Visual Search with Pareto Non-Dominated Re-Ranking

SC Lei, YJ Gong, XL Xiao, Y Zhou… - ACM Transactions on …, 2023 - dl.acm.org
The field of visual search has gained significant attention recently, particularly in the context
of web search engines and e-commerce product search platforms. However, the abundance …

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 …

Hierarchical clustering pseudo-relevance feedback for social image search result diversification

B Boteanu, I Mironică, B Ionescu - 2015 13th international …, 2015 - ieeexplore.ieee.org
This article addresses the issue of social image search result diversification. We propose a
novel perspective for the diversification problem via Relevance Feedback (RF). Traditional …

A hypergraph-based reranking model for retrieving diverse social images

N Bouhlel, G Feki, A Ben Ammar… - Computer Analysis of …, 2017 - Springer
With the proliferation of social networks and photo-sharing websites, the need for an
effective image retrieval system has become crucial. To match the users' intents, retrieval …

[PDF][PDF] REGIM@ 2016 Retrieving Diverse Social Images Task.

G Feki, R Fakhfakh, N Bouhlel, AB Ammar, CB Amar - MediaEval, 2016 - Citeseer
In this paper, we describe our participation in the MediaEval 2016 Retrieving Diverse Social
Images Task. The proposed approach refers to the Hierarchical, EM, Make Density-based …

[PDF][PDF] MIS@ Retrieving Diverse Social Images Task 2015.

M Zaharieva, L Diem - MediaEval, 2015 - Citeseer
In this paper, we describe our approach for the MediaEval 2015 Retrieving Diverse Social
Images Task. The proposed approach exploits available user-generated textual descriptions …

[PDF][PDF] UNED-UV@ 2016 Retrieving Diverse Social Images Task

A Castellanos, X Benavent, A García-Serrano… - ceur-ws.org
This paper details the participation of the UNED-UV group at the MediaEval 2016 Retrieving
Diverse Social Images Task using a multimodal approach. Several Local Logistic …