Title :
Trajectory tracking of spasm-oriented zebrafish larvae
Author :
Guo Jiayu ; Zhao Shasha ; Shu Mao ; Yan Zhongguang ; Sun Mingzhu ; Zhao Xin ; Feng Xizeng
Author_Institution :
Inst. of Robot. & Autom. Inf. Syst., Nankai Univ., Tianjin, China
Abstract :
As a vertebrate developmental biology model, zebrafish has been widely used in research fields of development, genetics, behavior and molecular biology recently [1]. In the field of drug research, researchers apply various ratios of drugs on zebrafish and determine the proper ratio of drugs by analyzing the behavior of the zebrafish. Trajectory tracking of the zebrafish is the first step of such research. Note that when being applied drugs such as antiepileptic drugs, the larvae will produce spasm [2], in which solution the larvae´s speed is so high that its moving image will appear deformation and the larvae´s color will be light and it is difficult to locate it. In this paper, we propose a method to locate the head and tail of zebrafish in static background by combining background reduction and frame differential method. Experimental results demonstrate that this method can detect the larvae accurately when it produces spasm. Then the larvae´s two-dimensional trajectory is obtained. This method is of high accuracy, high-speed, and easy to implement.
Keywords :
biology computing; drugs; genetics; image colour analysis; image motion analysis; target tracking; antiepileptic drugs; background reduction; drug research; frame differential method; genetics; larvae color; larvae detection; molecular biology; spasm-oriented zebrafish larvae; trajectory tracking; two-dimensional trajectory; vertebrate developmental biology model; zebrafish head; zebrafish tail; Accuracy; Drugs; Educational institutions; Head; Image color analysis; Trajectory; Zebrafish; drug research; head and tail; spasm; trajectory tracking;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896128