Researchers have developed new algorithms for object recognition in infrared images, particularly in the context of unmanned aerial vehicles (UAVs) and autonomous vehicles. The algorithms appear to focus on improving detection of small objects, such as those on roads, using various techniques including image fusion and transformer models. Multiple studies have been published on the topic, presenting different approaches to enhancing object detection in infrared images.