It is widely used in computer vision tasks such as image annotation, vehicle counting, activity recognition, face detection, face recognition, video object co-segmentation. … See more

Every object class has its own special features that help in classifying the class – for example all circles are round. Object class detection uses these special features. For … See more

Methods for object detection generally fall into either neural network-based or non-neural approaches. For non-neural approaches, it becomes necessary to first define features using … See more

• Weng, Lilian (2017-10-29). "Object Detection for Dummies Part 1: Gradient Vector, HOG, and SS". lilianweng.github.io. Retrieved 2024-09-11.
• Weng, Lilian (2017-12-15). "Object Detection for Dummies Part 2: CNN, DPM and Overfeat" See more

For object localization, true positive is often measured by the thresholded intersection over union. For example, if there is a traffic sign in the image, with a bounding box drawn … See more

• Feature detection (computer vision)
• Moving object detection
• Small object detection
• Outline of object recognition
• Teknomo–Fernandez algorithm See more