Yin-Hsi Kuo

Scalable Object Detection by Filter Compression With Regularized Sparse Coding

For practical applications, an object detection system requires huge number of classes to meet real world needs. Many successful object detection systems use part-based model which trains several filters (classifiers) for each class to perform multiclass object detection. However, these methods have…