Image and Video Analysis

Image and Video Analysis

We apply multiple level of correction and preprocessing on video frames and images data to get the required features for the analysis. Preprocessing, mainly aims to remove the noise, stabilizing the intensity of the images and clear some unwanted properties or features. Preprocessing also help enhancing the image data prior to computational processing. Post processing and inter frame analysis create time based correlation of video frames and greatly enhance the accuracy.

Determining the precise position and size of an automobile part on a conveyor is well suited for image processing and computer vision, whereas identifying grading fruits or wood is quite a bit more challenging (although not impossible). By using enhanced pre and post processing techniques and numerical computation, we offer the capability to design and develop intelligent systems and well suited algorithms for varying realistic use cases. At Umaginesoft, we take pride in designing superior algorithms at present and for the foreseeable future. Video and image processing are used in numerous applications, such as:

  • Healthcare & Medicine : Analyse pattern in X-Rays, CT scans and body reports, and measure & understand relevant parameters.
  • Image Search : Categorize the Images, extract data and store it for image search.
  • Sports : Capture and measure the motion of a sportsman to analyze and improve the performance.
  • Motion Pictures : Capture performers’ motion to produce special effects based on graphics as well as creation of animation.
  • Security & Surveillance : Detect and track individuals, weapons, and vehicles. Analyse crowd pattern and behavior in video data.
  • Manufacturing : Enhance the quality of products by finding defects timely. Optimize the process and enhance productivity.
  • Robotics : Identify objects and their position to control activities.
  • Biometrics : Detect and Measure some unique features of a person.
  • Photo Editing : Improving the quality or adding filters to photographs etc.

    • Many of these applications rely on the same video and image processing methods. At Umaginesoft, we have worked on multiple applications with maximum achievable accuracy and run-time performance.