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Multispectral Pedestrian Detection Benchmark

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multispectral pedestrian detection benchmark
Soonmin Hwang

My research interests include computer vision, deep learning, and sensor fusion.

Publications

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
We propose a multispectral pedestrian dataset which provides well aligned color-thermal image pairs, captured by beam splitter-based special hardware. With this dataset, we introduce multispectral ACF, which is an extension of aggregated channel features (ACF) to simultaneously handle color-thermal image pairs.
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