Anthropometric based Real Height Estimation using Multi layer peceptron ANN architecture in surveillance areas

• Published in: 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) pp. 1 - 6
• Main Authors: Sriharsha, K V, Alphonse, P.J.A
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2019
• Subjects: ANN; Anthropometry; biocular; bitragion; Cameras; crinion; Data models; Estimation; Feature extraction; Field of View(FoV); Image segmentation; Measurement; menton; MLP; Predictive models; stature; stomion

The work is aimed at automatically learning the real height of the person from single uncalibrated image using anthropometric metric pair cumulative ratios. In this context, application of neural networks to estimate the person real height is explored. A comprehensive data set of 264 images comprisi...