Neural Networks based Object Detection Techniques in Computer Vision
Jyothsna Cherapanamjeri, B. Narendra Kumar Rao
20222022 4th International Conference on Inventive Research in Computing Applications (ICIRCA)13 citationsDOI
Abstract
Computer vision is a subdomain of artificial intelligence that permits computers to extract useful info from digital images and videos. Artificial Intelligence enables to think, but in Computer Vision enable to see, observe and understand Computer Vision includes many techniques to solve real time problems. This research work focuses on one among these techniques viz. object detection. A computer vision technology called object detection helps locate and identify objects in images. In this paper mainly focusing on Neural network-based object detection techniques and how these techniques will impact on real time applications.
Topics & Concepts
Computer scienceArtificial intelligenceComputer visionObject detectionArtificial neural networkObject (grammar)Cognitive neuroscience of visual object recognitionObject-class detectionMachine visionFeature extractionPattern recognition (psychology)Face detectionFacial recognition systemAdvanced Neural Network ApplicationsVideo Surveillance and Tracking MethodsIndustrial Vision Systems and Defect Detection