activity
20122026
most citedMachine and Deep Learning Applied to Galaxy Morphology -- A Comparative Study

93 citations · 101 across the 5 of their papers we have counts for

collaborators

6 papers

cs.LG2026

Proposal and study of statistical features for string similarity computation and classification

E. O. Rodrigues, D. Casanova, M. Teixeira +5

Adaptations of features commonly applied in the field of visual computing, co-occurrence matrix (COM) and run-length matrix (RLM), are proposed for the similarity computation of st…

cs.CV2022

Benchmarking person re-identification datasets and approaches for practical real-world implementations

Jose Huaman, Felix O. Sumari, Luigy Machaca +2

Recently, Person Re-Identification (Re-ID) has received a lot of attention. Large datasets containing labeled images of various individuals have been released, allowing researchers…

cs.CV2022

TrADe Re-ID -- Live Person Re-Identification using Tracking and Anomaly Detection

Luigy Machaca, F. Oliver Sumari H, Jose Huaman +2

Person Re-Identification (Re-ID) aims to search for a person of interest (query) in a network of cameras. In the classic Re-ID setting the query is sought in a gallery containing p…

cs.CV2020★ 7 cited

Towards Practical Implementations of Person Re-Identification from Full Video Frames

Felix O. Sumari, Luigy Machaca, Jose Huaman +2

With the major adoption of automation for cities security, person re-identification (Re-ID) has been extensively studied recently. In this paper, we argue that the current way of s…

astro-ph.IM2019★ 93 cited

Machine and Deep Learning Applied to Galaxy Morphology -- A Comparative Study

P. H. Barchi, R. R. de Carvalho, R. R. Rosa +7

Morphological classification is a key piece of information to define samples of galaxies aiming to study the large-scale structure of the universe. In essence, the challenge is to…

astro-ph.CO2012★ 1 cited

A new gravitational N-body simulation algorithm for investigation of cosmological chaotic advection

Diego H. Stalder, Reinaldo R. Rosa, José da Silve Junior +6

Recently alternative approaches in cosmology seeks to explain the nature of dark matter as a direct result of the non-linear spacetime curvature due to different types of deformati…