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J. Colonna

10 papers hereh-index 15629 citations58 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author7
  • last author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • cs.AI1
  • cs.CY1
  • cs.GT1
  • cs.LG1
  • cs.SE1
same name
  • J. Colonna — 1 paper, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedBag of Tricks for Long-Tail Visual Recognition of Animal Species in Camera-Trap Images

22 citations · 34 across the 9 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.CV2026

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…

cs.CV2026

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.