Challenges and opportunities of biometric user authentication in the age of iot: A survey
While the Internet of Things (IoT) devices, such as smartwatches, provide a range of services
from managing financial transactions to monitoring smart homes, these devices often lead to …
from managing financial transactions to monitoring smart homes, these devices often lead to …
A survey on gait recognition
Recognizing people by their gait has become more and more popular nowadays due to the
following reasons. First, gait recognition can work well remotely. Second, gait recognition …
following reasons. First, gait recognition can work well remotely. Second, gait recognition …
Multi-view large population gait dataset and its performance evaluation for cross-view gait recognition
This paper describes the world's largest gait database with wide view variation, the “OU-ISIR
gait database, multi-view large population dataset (OU-MVLP)”, and its application to a …
gait database, multi-view large population dataset (OU-MVLP)”, and its application to a …
Geinet: View-invariant gait recognition using a convolutional neural network
This paper proposes a method of gait recognition using a convolutional neural network
(CNN). Inspired by the great successes of CNNs in image recognition tasks, we feed in the …
(CNN). Inspired by the great successes of CNNs in image recognition tasks, we feed in the …
Biometric recognition by gait: A survey of modalities and features
The scientific literature on automated gait analysis for human recognition has grown
dramatically over the past 15 years. A number of sensing modalities including those based …
dramatically over the past 15 years. A number of sensing modalities including those based …
EV-gait: Event-based robust gait recognition using dynamic vision sensors
In this paper, we introduce a new type of sensing modality, the Dynamic Vision Sensors
(Event Cameras), for the task of gait recognition. Compared with the traditional RGB …
(Event Cameras), for the task of gait recognition. Compared with the traditional RGB …
The OU-ISIR gait database comprising the large population dataset and performance evaluation of gait recognition
This paper describes the world's largest gait database-the “OU-ISIR Gait Database, Large
Population Dataset”-and its application to a statistically reliable performance evaluation of …
Population Dataset”-and its application to a statistically reliable performance evaluation of …
On input/output architectures for convolutional neural network-based cross-view gait recognition
In this paper, we discuss input/output architectures for convolutional neural network (CNN)-
based cross-view gait recognition. For this purpose, we consider two aspects: verification …
based cross-view gait recognition. For this purpose, we consider two aspects: verification …
General tensor discriminant analysis and gabor features for gait recognition
The traditional image representations are not suited to conventional classification methods,
such as the linear discriminant analysis (LDA), because of the under sample problem (USP) …
such as the linear discriminant analysis (LDA), because of the under sample problem (USP) …
Improved gait recognition based on specialized deep convolutional neural network
Gait recognition is a biometric technique used in determining the identity of humans based
on the style and the manner of their walk. Its performance is often degraded by covariate …
on the style and the manner of their walk. Its performance is often degraded by covariate …