TY - JOUR
AU - Wu, Xueyuan
AB - Target tracking plays an important role in monitoring, security, pedestrian recognition and other fields. The imaging system of a single imaging plane is limited by hardware conditions, and sometimes is not competent for increasingly complex image processing tasks. Therefore, it is a natural choice to obtain better tracking effect by multi imaging plane cooperative system. When the target tracking network algorithm is implemented for the dual imaging plane system, the data set acquisition of image is indispensable. According to this requirement, we designed and fabricated an image data acquisition apparatus, which includes a set of optical system, two sets of imaging circuits and structural components. After the apparatus integration is completed, we acquire the image data and implement the target tracking experiment based on correlation filtering method. The experiment shows that the tracking accuracy and tracking success rate of correlation filtering algorithm are significantly improved compared with the method using single imaging plane information after using the dataset constructed by this apparatus.
TI - Design, fabrication and experiment of dataset acquisition apparatus for dual imaging plane
JF - Journal of Physics Conference Series
DO - 10.1088/1742-6596/2519/1/012018
DA - 2023-06-01
UR - https://www.deepdyve.com/lp/iop-publishing/design-fabrication-and-experiment-of-dataset-acquisition-apparatus-for-RTsTe0xod3
VL - 2519
IS - 1
DP - DeepDyve
ER -