Evaluation Of Classifiers Based On I2C Distance For Action Recognition

• Main Authors: Zhang, Lei, Wang, Tao, Xiantong Zhen
• Format: Text
• Language: English
• Published: Zenodo 2012
• Subjects: Instance-to-class distance; NBNN; Local NBNN; NBNN kernel.; Lowe; McCann; laptev
• Online Access: https://dx.doi.org/10.5281/zenodo.1079268; https://zenodo.org/record/1079268

Naive Bayes Nearest Neighbor (NBNN) and its variants, i,e., local NBNN and the NBNN kernels, are local feature-based classifiers that have achieved impressive performance in image classification. By exploiting instance-to-class (I2C) distances (instance means image/video in image/video classificatio...