Information fusion in content based image retrieval: A comprehensive overview

L Piras, G Giacinto - Information Fusion, 2017 - Elsevier
An ever increasing part of communication between persons involve the use of pictures, due
to the cheap availability of powerful cameras on smartphones, and the cheap availability of …

[Књига][B] Multimodal analysis of user-generated multimedia content

R Shah, R Zimmermann - 2017 - Springer
The amount of user-generated multimedia content (UGC) has increased rapidly in recent
years due to the ubiquitous availability of smartphones, digital cameras, and affordable …

[PDF][PDF] Retrieving Diverse Social Images at MediaEval 2014: Challenge, Dataset and Evaluation.

B Ionescu, AL Gînsca, B Boteanu, A Popescu… - MediaEval, 2014 - arodes.hes-so.ch
This paper provides an overview of the Retrieving Diverse Social Images task that is
organized as part of the Media-Eval 2015 Benchmarking Initiative for Multimedia Evaluation …

Overview of ImageCLEF lifelog 2017: lifelog retrieval and summarization

DT Dang-Nguyen, L Piras, M Riegler, G Boato, L Zhou… - 2017 - doras.dcu.ie
Despite the increasing number of successful related work-shops and panels, lifelogging has
rarely been the subject of a rigorous comparative benchmarking exercise. Following the …

Benchmarking image retrieval diversification techniques for social media

B Ionescu, M Rohm, B Boteanu… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Image retrieval has been an active research domain for over 30 years and historically it has
focused primarily on precision as an evaluation criterion. Similar to text retrieval, where the …

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 …

Div150multi: a social image retrieval result diversification dataset with multi-topic queries

B Ionescu, AL Gînscă, B Boteanu, M Lupu… - Proceedings of the 7th …, 2016 - dl.acm.org
In this paper we introduce a new dataset, Div150Multi, that was designed to support shared
evaluation of diversification techniques in different areas of social media photo retrieval and …

Result diversification in image retrieval based on semantic distance

W Lu, M Luo, Z Zhang, G Zhang, H Ding, H Chen… - Information …, 2019 - Elsevier
User requirements for result diversification in image retrieval have been increasing with the
explosion of image resources. Result diversification requires that image retrieval systems …

[PDF][PDF] Lifelog Moment Retrieval with Visual Concept Fusion and Text-based Query Expansion.

MT Tran, TD Truong, TD Duy, VK Vo-Ho… - CLEF (Working …, 2018 - ceur-ws.org
Lifelog data provide potential insight analysis and understanding about people in their daily
activities. However, it is still a challenging problem to index lifelog data efficiently and to …

Multimodal information access and retrieval notable work and milestones

MA Wajid, A Zafar - 2019 10th International Conference on …, 2019 - ieeexplore.ieee.org
There is information explosion in this era; documents of all genres are available at the tip of
our hands. The proliferation of digital data like images, audios and videos both on the …