Search Results for author: David Latortue

Found 3 papers, 1 papers with code

MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection

no code implementations29 Apr 2024 Heitor R. Medeiros, David Latortue, Fidel Guerrero Pena, Eric Granger, Marco Pedersoli

An example of this, is a use case where, surveillance in a room when the lights are off would be much more valuable using an infrared modality while a visible one would provide more discriminative information when lights are on.

object-detection Object Detection

Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge

no code implementations1 Apr 2024 Heitor Rapela Medeiros, Masih Aminbeidokhti, Fidel Guerrero Pena, David Latortue, Eric Granger, Marco Pedersoli

This opens the doors to a more flexible and efficient service-based detection pipeline in which, instead of using a different detector for each modality, a unique and unaltered server is constantly running, where multiple modalities with the corresponding translations can query it.

object-detection Object Detection +1

Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting

1 code implementation20 Nov 2023 David Latortue, Moetez Kdayem, Fidel A Guerrero Peña, Eric Granger, Marco Pedersoli

Object detection models are commonly used for people counting (and localization) in many applications but require a dataset with costly bounding box annotations for training.

Image Classification object-detection +1

Cannot find the paper you are looking for? You can Submit a new open access paper.