• ISSN: 2349-6002
  • UGC Approved Journal No 47859
Author Login IJIRT Partner Network (IPN) Login

Real-Time object color Identification

  • Unique Paper ID: 150658
  • Volume: 7
  • Issue: 8
  • PageNo: 191-195
  • Abstract:
  • The computer vision field is a rapidly growing field devoted to analyzing and understanding digital images. We can create computer vision projects through OpenCV. In OpenCV image processing processes such as image filtering, simple geometric photo transformation, color space transition, histograms, etc. are covered. Picture and real-time object color identification focus on OpenCV color identification through using the RGB model as well as the K-Nearest Neighbors Classification algorithm trained on r, g, b pixel values. Color identification in the image can be done through the RGB value of the target pixel as input and then calculates the distance, and the nearest color is chosen. From this method, we can identify 800 plus different colors from our datasets including the RGB value of each color. We conduct extraction of features in real-time color identification of objects to extract their RGB color Histogram attributes from training images and trained classification algorithm via RGB Color Histogram attributes. The KNN classifier analyzes the webcam frames and performs feature extraction and then shows the color.
email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 7
  • Issue: 8
  • PageNo: 191-195

Real-Time object color Identification

Related Articles

Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry