MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection

no code implementations • 29 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 implementations • 1 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