Search Results for author: Yantao Wei

Found 3 papers, 1 papers with code

PhysBench: A Benchmark Framework for Remote Physiological Sensing with New Dataset and Baseline

no code implementations7 May 2023 Kegang Wang, Yantao Wei, Mingwen Tong, Jie Gao, Yi Tian, YuJian Ma, ZhongJin Zhao

In recent years, due to the widespread use of internet videos, physiological remote sensing has gained more and more attention in the fields of affective computing and telemedicine.

Multiscale Principle of Relevant Information for Hyperspectral Image Classification

1 code implementation13 Jul 2019 Yantao Wei, Shujian Yu, Luis Sanchez Giraldo, Jose C. Principe

This paper proposes a novel architecture, termed multiscale principle of relevant information (MPRI), to learn discriminative spectral-spatial features for hyperspectral image (HSI) classification.

Classification Dimensionality Reduction +2

Concept Drift Detection and Adaptation with Hierarchical Hypothesis Testing

no code implementations25 Jul 2017 Shujian Yu, Zubin Abraham, Heng Wang, Mohak Shah, Yantao Wei, José C. Príncipe

A fundamental issue for statistical classification models in a streaming environment is that the joint distribution between predictor and response variables changes over time (a phenomenon also known as concept drifts), such that their classification performance deteriorates dramatically.

General Classification Two-sample testing

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