All Outputs (2)

Automated detection and quantification of contact behaviour in pigs using deep learning (2022)
Journal Article
Alameer, A., Buijs, S., O'Connell, N., Dalton, L., Lilian Vestbjerg Larsen, M., Juul Pedersen, L., & Kyriazakis, I. (2022). Automated detection and quantification of contact behaviour in pigs using deep learning. Biosystems Engineering, 224, 118-130. https://doi.org/10.1016/j.biosystemseng.2022.10.002

Change in the frequency of contact between pigs within a group may be indicative of a change in the physiological or health status of one or more pigs within a group, or indicative of the occurrence of abnormal behaviour, e.g. tail-biting. Here, we d... Read More about Automated detection and quantification of contact behaviour in pigs using deep learning.

Labeled projective dictionary pair learning: application to handwritten numbers recognition (2022)
Journal Article
Ameri, R., Alameer, A., Ferdowsi, S., Nazarpour, K., & Abolghasemi, V. (2022). Labeled projective dictionary pair learning: application to handwritten numbers recognition. Information Sciences, 609, 489-506. https://doi.org/10.1016/j.ins.2022.07.070

Dictionary learning was introduced for sparse image representation. Today, it is a cornerstone of image classification. We propose a novel dictionary learning method to recognise images of handwritten numbers. Our focus is to maximise the sparse-repr... Read More about Labeled projective dictionary pair learning: application to handwritten numbers recognition.