Taxonomy, state-of-the-art, challenges and applications of visual understanding: A review

NY Khanday, SA Sofi - Computer Science Review, 2021 - Elsevier
Since the dawn of Humanity, to communicate both abstract and concrete ideas, visualization
through visual imagery has been an effective way. With the advancement of scientific …

Adaptive multi-feature fusion via cross-entropy normalization for effective image retrieval

W Ma, T Zhou, J Qin, X Xiang, Y Tan, Z Cai - Information Processing & …, 2023 - Elsevier
Multi-feature fusion has achieved gratifying performance in image retrieval. However, some
existing fusion mechanisms would unfortunately make the result worse than expected due to …

Asymmetric cross–modal hashing with high–level semantic similarity

F Yang, Y Liu, X Ding, F Ma, J Cao - Pattern Recognition, 2022 - Elsevier
Cross-modal hashing aims at using modality content to retrieve semantically relevant
objects of different modalities, so cross-modal retrieval has attracted much attention. To …

Manifold information through neighbor embedding projection for image retrieval

GR Leticio, VS Kawai, LP Valem… - Pattern Recognition …, 2024 - Elsevier
Although studied for decades, constructing effective image retrieval remains an open
problem in a wide range of relevant applications. Impressive advances have been made to …

Rank flow embedding for unsupervised and semi-supervised manifold learning

LP Valem, DCG Pedronette… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Impressive advances in acquisition and sharing technologies have made the growth of
multimedia collections and their applications almost unlimited. However, the opposite is true …

Person Re-ID through unsupervised hypergraph rank selection and fusion

LP Valem, DCG Pedronette - Image and Vision Computing, 2022 - Elsevier
Person Re-ID has been gaining a lot of attention and nowadays is of fundamental
importance in many camera surveillance applications. The task consists of identifying …

A comparative study of reduction methods applied on a convolutional neural network

A Cools, MA Belarbi, SA Mahmoudi - Electronics, 2022 - mdpi.com
With the emergence of smartphones, video surveillance cameras, social networks, and
multimedia engines, as well as the development of the internet and connected objects (the …

Ornament image retrieval using multimodal fusion

SM Islam, S Joardar, DP Dogra, AA Sekh - SN Computer Science, 2021 - Springer
Search-by-example, ie finding images that are similar to a query image, is an indispensable
function for various modern image search engines. The applications of such systems are …

A denoising convolutional neural network for self-supervised rank effectiveness estimation on image retrieval

LP Valem, DCG Pedronette - … of the 2021 International Conference on …, 2021 - dl.acm.org
Image and multimedia retrieval has established as a prominent task in an increasingly
digital and visual world. Mainly supported by decades of development on hand-crafted …

Unsupervised Dual-Layer Aggregation for Feature Fusion on Image Retrieval Tasks

A Moreno, DCG Pedronette - 2024 37th SIBGRAPI Conference …, 2024 - ieeexplore.ieee.org
The revolutionary advances in image representation have led to impressive progress in
many image understanding-related tasks, primarily supported by Convolutional Neural …