Pedestrian Detection with a Directly-Cascaded Deconvolution-Convolution Structure

ADVANCES IN MULTIMEDIA INFORMATION PROCESSING, PT I, pp. 370-380, 2018.

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Keywords:
Pedestrian detectionDeconvolution-convolution cascadeDouble-helix connection

Abstract:

Driven by recent advances in deep learning, the accuracy of object detection has been tremendously improved. However, detecting small and blurred pedestrians still remains an open challenge. In this paper, we propose a novel neural network structure, which can be flexibly combined with powerful object detection systems for boosting pedest...More

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