Linear regression-based classifier for audio visual person identification
This paper presents an audio visual (AV) person identification system using Linear
Regression-based Classifier (LRC) for person identification. Class specific models are …
Regression-based Classifier (LRC) for person identification. Class specific models are …
A deep neural network for audio-visual person recognition
This paper presents applications of special types of deep neural networks (DNNs) for audio-
visual biometrics. A common example is the DBN-DNN that uses the generative weights of …
visual biometrics. A common example is the DBN-DNN that uses the generative weights of …
Weighted score based fast converging CO-training with application to audio-visual person identification
X Duan, NB Thomsen, ZH Tan… - 2017 IEEE 29th …, 2017 - ieeexplore.ieee.org
One potential problem in real classification applications is that the amount of labeled training
data is insufficient since it is usually time-consuming to label data manually. When multiple …
data is insufficient since it is usually time-consuming to label data manually. When multiple …
Open-set semi-supervised audio-visual speaker recognition using co-training LDA and Sparse Representation Classifiers
Semi-supervised learning is attracting growing interest within the biometrics community.
Almost all prior work focuses on closed-set scenarios, in which samples labelled …
Almost all prior work focuses on closed-set scenarios, in which samples labelled …
Improving the convergence of co-training for audio-visual person identification
NB Thomsen, X Duan, ZH Tan - 2016 First International …, 2016 - ieeexplore.ieee.org
Person identification is a very important task for intelligent devices when communicating or
interacting with humans. A potential problem in real applications is that the amount of …
interacting with humans. A potential problem in real applications is that the amount of …