Skaar Ulbrich Macari, P.A.
Feature determination apparatus and method adapted to multiple object sizes
A feature determination apparatus and method adapted to multiple object sizes are provided. The apparatus individually supplies each of the object images to a convolution neural network having several convolution layers to generate multiple feature maps corresponding to each object image. The apparatus calculates a feature amount of each feature image of each object image. The apparatus determines an invalid layer start number of each object image according to a preset threshold and the feature amount corresponding to each object image. The apparatus determines a feature map extraction recommendation for each of a plurality of object sizes according to a size of each object image and the invalid layer start number of each object image.
Institute For Information Industry
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Yen-Lin Chao-Wei Meng-Tsan Xiu-Zhi Hong-Yi
Chen Yu Li Chen Liang