Title :
Automated Motion Tracking of Insects Using Invariant Moments in Image Sequence
Author :
Kumar, N. Ravi ; Janakiraman, T.N. ; Thiagarajan, Hemalatha ; Subaharan, K.
Author_Institution :
Nat. Inst. of Technol., Trichy
Abstract :
Insect behavioral studies are time consuming but essential in pest management. Tracking different kinds of insects is an integral part of these studies. In this paper, we present a new approach to track multiple insects especially the larva which is elastomeric in nature. This study demonstrates the use of image processing techniques for segmenting insects, a detailed procedure for separating the head and tail sections from the larva trunk to minimize the errors due to deformation, invariant moment features to establish correspondence across frames to arrange insect parts in order. This study automates the host searching behavior of parasitoid species, which are used for biological control programs.
Keywords :
biology computing; image motion analysis; image segmentation; image sequences; zoology; automated motion tracking; biological control programs; image processing techniques; image sequence; insect behavioral studies; insects segmentation; invariant moments; larva; parasitoid species; pest management; Crops; Feature extraction; Head; Image segmentation; Image sequences; Insects; Legged locomotion; Mathematics; Tail; Tracking;
Conference_Titel :
Conference on Computational Intelligence and Multimedia Applications, 2007. International Conference on
Conference_Location :
Sivakasi, Tamil Nadu
Print_ISBN :
0-7695-3050-8
DOI :
10.1109/ICCIMA.2007.47