About this document
HOG Descriptors for Traffic Sign Classification by Malik Naumanz is a document available to read on EtoBox.
Histogram of Oriented Gradients (HOG) descriptors are a computer-vision feature used to describe the shape and appearance of objects in an image. They work by dividing the image into small cells, computing the distribution of gradient directions within each cell, and normalizing these histograms to reduce the effects of lighting or contrast. The resulting descriptor captures edge structure and local shapes, making HOG effective for tasks like object detection, especially pedestrian detection.
- Author
- Malik Naumanz
- Language
- EN