[HTML][HTML] Online prediction of network-level public transport demand based on principle component analysis

C Zhong, P Wu, Q Zhang, Z Ma - Communications in Transportation …, 2023 - Elsevier
Online demand prediction plays an important role in transport network services from
operations, controls to management, and information provision. However, the online …

Extrinsic Gaussian processes for regression and classification on manifolds

L Lin, N Mu, P Cheung, D Dunson - 2019 - projecteuclid.org
Gaussian processes (GPs) are very widely used for modeling of unknown functions or
surfaces in applications ranging from regression to classification to spatial processes …

2d-3d face recognition method basedon a modified cca-pca algorithm

P Kamencay, R Hudec, M Benco… - … Journal of Advanced …, 2014 - journals.sagepub.com
This paper presents a proposed methodology for face recognition based on an information
theory approach to coding and decoding face images. In this paper, we propose a 2D-3D …

Intrinsic and extrinsic deep learning on manifolds

Y Fang, I Ohn, V Gupta, L Lin - Electronic Journal of Statistics, 2024 - projecteuclid.org
We propose extrinsic and intrinsic deep neural network architectures as general frameworks
for deep learning on manifolds. Specifically, extrinsic deep neural networks (eDNNs) …

Intrinsic and extrinsic deep learning on manifolds

Y Fang, I Ohn, V Gupta, L Lin - arxiv preprint arxiv:2302.08606, 2023 - arxiv.org
We propose extrinsic and intrinsic deep neural network architectures as general frameworks
for deep learning on manifolds. Specifically, extrinsic deep neural networks (eDNNs) …

Analysis and design of principal component analysis and hidden markov model for face recognition

DSD Kumar, PV Rao - Procedia Materials Science, 2015 - Elsevier
Biometric detection is considered as an important tool for states to use to strengthen the
safety measures. Biometric increases robustness of the biometric system against many …

Face recognition by fuzzy generalized 2DFLD method and RBF neural network classifier

A Dey, JK Sing - 2015 IEEE Workshop on Computational …, 2015 - ieeexplore.ieee.org
The goal of this paper is to present a new fuzzy logic-based feature extraction method,
called Fuzzy Generalized Two-Dimensional Fisher's Linear Discriminant (FG-2DFLD) …

Communication efficient parallel algorithms for optimization on manifolds

B Saparbayeva, M Zhang, L Lin - Advances in Neural …, 2018 - proceedings.neurips.cc
The last decade has witnessed an explosion in the development of models, theory and
computational algorithms for``big data''analysis. In particular, distributed inference has …

Blind subjects faces database

N Poh, R Blanco‐Gonzalo, R Wong… - IET …, 2016 - Wiley Online Library
Using your face to unlock a mobile device is not only an appealing security solution, but also
a desirable or entertaining feature that is comparable with taking selfies. It is convenient …

Automatic attendance system by visual programming language LabVIEW

A Kumar, PK Verma, S Perala… - 2016 IEEE 1st …, 2016 - ieeexplore.ieee.org
This paper presents an application of LabVIEW and camera interface which is used for
taking attendance in classroom. The system use a camera which is connected to PC on USB …