Object Detection Models and Research Directions
Zihong Shi
Abstract
Object detection is the task of detecting different objects in images and videos. In this paper, a comprehensive review for the classical models is given first. Then the object detection performance in UAV images, as well as the design of lightweight and small-object detection models, are discussed as new directions for object detection.
Topics & Concepts
Object detectionComputer scienceObject (grammar)Artificial intelligenceObject-class detectionComputer visionViola–Jones object detection frameworkTask (project management)Cognitive neuroscience of visual object recognitionObject modelFeature extractionPattern recognition (psychology)Face detectionEngineeringFacial recognition systemSystems engineeringAdvanced Image and Video Retrieval TechniquesAdvanced Neural Network ApplicationsVideo Surveillance and Tracking Methods