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Fig. 5 | BMC Neuroscience

Fig. 5

From: EDDSN-MRT: multiple rodent tracking based on ear detection and dual siamese network for rodent social behavior analysis

Fig. 5

The pipeline of the proposed EDDSN-MRT system. Data preprocessing: (1) recordings are captured from a single optical camera; (2) frames with and without individual occlusion are identified; Tracking individuals in non-occlusion frames: (1) an algorithm based on blob overlapping is used to assign identities; Tracking in occlusion frames: (1) the ear detection network is trained with images of labeled ears; (2) the object detection network is used to characters the spatial and image features of individual ears; (3) a dual-Siamese network is trained using the spatial and image features of individual ears; Final Tracking Result Generation: the final result is a combination of tracking in both occlusion and non-occlusion frames

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BMC Neuroscience

ISSN: 1471-2202

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