Browsing GI-GAC - Artigos by Author "Mures, Omar A."
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A comprehensive handball dynamics dataset for game situation classification
Mures, Omar A.; Taibo, Javier; Padrón, Emilio J.; Iglesias-Guitián, José A. (Elsevier, 2023)[Abstract] This article presents a comprehensive dataset of labeled game situations obtained from multiple professional handball matches, which corresponds to the research paper entitled “PlayNet: Real-time Handball Play ... -
An Application of Fish Detection Based on Eye Search with Artificial Vision and Artificial Neural Networks
Rico-Díaz, Ángel-José; Rabuñal, Juan R.; Gestal, M.; Mures, Omar A.; Puertas, Jerónimo (MDPI AG, 2020-10-27)[Abstract] A fish can be detected by means of artificial vision techniques, without human intervention or handling the fish. This work presents an application for detecting moving fish in water by artificial vision based ... -
PlayNet: real-time handball play classification with Kalman embeddings and neural networks
Mures, Omar A.; Taibo, Javier; Padrón, Emilio J.; Iglesias-Guitián, José A. (Springer, 2024)[Abstract] Real-time play recognition and classification algorithms are crucial for automating video production and live broadcasts of sporting events. However, current methods relying on human pose estimation and deep ...