22 citations · 22 across the 3 of their papers we have counts for
4 papers
PuTR-CouT: Counting-by-Tracking in Camera-Trap Image Sequences
Fagner Cunha, Juan G. Colonna, Eulanda M. dos Santos
Species identification in camera trap images has been widely studied, but key ecological modeling tasks such as species abundance or density estimation also require counting indivi…
Counting Animals in Camera-Traps Image Sequences without Count Labels: Winning Solution to the iWildCam 2021 Challenge
Fagner Cunha, Juan G. Colonna, Eulanda M. dos Santos
Camera traps have become an essential tool for wildlife monitoring, motivating the development of computer vision methods for the automated extraction of information from these dat…
Bag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images
Fagner Cunha, Eulanda M. dos Santos, Juan G. Colonna
Camera traps are a method for monitoring wildlife and they collect a large number of pictures. The number of images collected of each species usually follows a long-tail distributi…
Filtering Empty Camera Trap Images in Embedded Systems
Fagner Cunha, Eulanda M. dos Santos, Raimundo Barreto +1
Monitoring wildlife through camera traps produces a massive amount of images, whose a significant portion does not contain animals, being later discarded. Embedding deep learning m…