Title :
A novel labelling algorithm for object counting
Author :
Swaraj Raman, M. ; Sukanya, M.
Author_Institution :
Birla Inst. of Technol. & Sci., Pilani, India
Abstract :
Counting applications use various image processing techniques to count the objects of interest. The final and the most significant step in any image-based counting application is labeling. It becomes extremely difficult to label when the objects of interest overlap. Existing counting applications use labeling algorithms that provide the same label to overlapping objects. In this paper, we propose a new labeling algorithm which has the ability to distinguish certain overlapping objects and faithfully label both disjoint and overlapping objects. This results in more precise counting results vis-à-vis the present labeling algorithms.
Keywords :
image processing; object detection; image based counting application; image processing techniques; novel labelling algorithm; object counting; overlapping objects; Labeling; Registers; Solids; Algorithm; Backward; Connected Component; Count; Forward; Image; Labeling; Objects; Overlap; Pixel;
Conference_Titel :
Computing Communication & Networking Technologies (ICCCNT), 2012 Third International Conference on
Conference_Location :
Coimbatore
DOI :
10.1109/ICCCNT.2012.6395904