International Conference on Image Analysis and Processing

ICIAP 2015: Image Analysis and Processing — ICIAP 2015 pp 56-65

Real-Time Foreground Segmentation with Kinect Sensor

  • Luigi Cinque
  • Alessandro Danani
  • Piercarlo Dondi
  • Luca Lombardi
Conference paper

DOI: 10.1007/978-3-319-23234-8_6

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9280)
Cite this paper as:
Cinque L., Danani A., Dondi P., Lombardi L. (2015) Real-Time Foreground Segmentation with Kinect Sensor. In: Murino V., Puppo E. (eds) Image Analysis and Processing — ICIAP 2015. ICIAP 2015. Lecture Notes in Computer Science, vol 9280. Springer, Cham

Abstract

In the last years, economic multichannel sensors became very widespread. The most known of these devices is certainly the Microsoft Kinect, able to provide at the same time a color image and a depth map of the scene. However Kinect focuses specifically on human-computer interaction, so the SDK supplied with the sensors allows to achieve an efficient detection of foreground people but not of generic objects. This paper presents an alternative and more general solution for the foreground segmentation and a comparison with the standard background subtraction algorithm of Kinect. The proposed algorithm is a porting of a previous one that works on a Time-of-Flight camera, based on a combination of a Otsu thresholding and a region growing. The new implementation exploits the particular characteristic of Kinect sensor to achieve a fast and precise result.

Keywords

Segmentation Background subtraction Kinect Depth imagery 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  • Luigi Cinque
    • 1
  • Alessandro Danani
    • 2
  • Piercarlo Dondi
    • 2
  • Luca Lombardi
    • 2
  1. 1.Department of Computer ScienceSapienza University of RomeRomaItaly
  2. 2.Department of Electrical, Computer and Biomedical EngineeringUniversity of PaviaPaviaItaly

Personalised recommendations