17 citations · 28 across the 4 of their papers we have counts for
4 papers · 1 filter
Counting Cells in Time-Lapse Microscopy using Deep Neural Networks
Alexander Gomez Villa, Augusto Salazar, Igor Stefanini
An automatic approach to counting any kind of cells could alleviate work of the experts and boost the research in fields such as regenerative medicine. In this paper, a method for…
Automatic Recognition of Mammal Genera on Camera-Trap Images using Multi-Layer Robust Principal Component Analysis and Mixture Neural Networks
Jhony-Heriberto Giraldo-Zuluaga, Augusto Salazar, Alexander Gomez +1
The segmentation and classification of animals from camera-trap images is due to the conditions under which the images are taken, a difficult task. This work presents a method for…
Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Camera-trap Images using Very Deep Convolutional Neural Networks
Alexander Gomez, Augusto Salazar, Francisco Vargas
Non intrusive monitoring of animals in the wild is possible using camera trapping framework, which uses cameras triggered by sensors to take a burst of images of animals in their h…
A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns
Alexander Gómez, German Díez, Jhony Giraldo +2
Non-intrusive biometrics of animals using images allows to analyze phenotypic populations and individuals with patterns like stripes and spots without affecting the studied subject…