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Gleo-Det: Deep Convolution Feature-Guided Detector with Local Entropy Optimization for Salient Points [article]

Chao Li, Yanan You, Wenli Zhou
2022 arXiv   pre-print
guidance of deep convolution features. 2) To address the issue that optimization with MSE is limited, entropy-based cost function is utilized, both soft cross-entropy and self-information. 3) With the  ...  guidance of convolution features, we define the cost function from both positive and negative sides.  ...  Approaches Detector Structure The structure of our guided local entropy optimal detector (GLEO-Det), is shown in Fig. 1 (a), consisting of three parts which are the backbone, the guider as well as  ... 
arXiv:2204.12884v1 fatcat:ofruc462xzb3djx5acey3h7fhm