SYSTEMS AND METHODS FOR OBJECT DETECTION

摘要

A computing device for detecting an object of interest in an image is provided. The computing device includes a memory device and a processor to process image data by evaluating pixel contrast to facilitate detecting an edge transition in an image, by identifying neighboring pixels that are above a predetermined contrast value, which represent a potential object of interest, filtering the pixels based on color information to identify areas where there is a color edge transition, applying a convolution filter mask to yield regions of pixels having a localized concentration of contrast and color changes, applying a threshold filter for identifying those pixel regions having values that are greater than a predetermined threshold value and grouping the identified pixel regions into one or more groups representing an object of interest, and generating an alert to notify an operator that the object of interest in the image has been detected.

主权项

1. A computing device for detecting an object of interest in an image, comprising:
a memory device; and a processor communicatively coupled to said memory device and having encoded instructions which when executed are configured to process image data by:
evaluating pixel contrast to facilitate detecting an edge transition in an image, by identifying neighboring pixels that are above a predetermined contrast value, which represent a potential object of interest;filtering the pixels based on color information to identify areas of high contrast where there is a color edge transition;applying a convolution filter mask to yield regions of pixels having a localized concentration of contrast and color changes;applying a threshold filter for identifying those pixel regions having values that are greater than a predetermined threshold value and grouping the identified pixel regions into one or more groups representing an object of interest; andgenerating an alert to notify an operator that the object of interest in the image has been detected.