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Emotion recognition from scrambled facial images via many graph embedding
(
Elsevier Ltd
, 2017 , Article)
Facial expression verification has been extensively exploited due to its wide application in affective computing, robotic vision, man-machine interaction and medical diagnosis. With the recent development of Internet-of-Things ...
Gait recognition based on modified phase-only correlation
(
Springer-Verlag London Ltd
, 2016 , Article)
Gait recognition is an emerging biometric technology aiming to identify people purely through the analysis of the way they walk. The technology has attracted interest as a method of identification because it is noncontact ...
Low-quality facial biometric verification via dictionary-based random pooling
(
Elsevier Ltd
, 2016 , Article)
In the past decade, visual surveillance has emerged as an effective tool in public security applications. Due to the technical limitations of both surveillance cameras and transmission speed, videos collected from surveillance ...
Automatic detection and classification of audio events for road surveillance applications
(
MDPI
, 2018 , Article)
© 2018 by the author. Licensee MDPI, Basel, Switzerland. This work investigates the problem of detecting hazardous events on roads by designing an audio surveillance system that automatically detects perilous situations ...
Palmprint identification using an ensemble of sparse representations
(
Institute of Electrical and Electronics Engineers Inc.
, 2017 , Article)
Among various palmprint identification methods proposed in the literature, sparse representation for classification (SRC) is very attractive offering high accuracy. Although SRC has good discriminative ability, its performance ...
Secure MIMO Visible Light Communication System Based on User's Location and Encryption
(
Institute of Electrical and Electronics Engineers Inc.
, 2017 , Article)
Visible light communication systems are rapidly growing research areas with wide applications ranging from illumination and data communication. To achieve high data rates in such systems, a number of techniques have been ...
Face Recognition in the Scrambled Domain via Salience-Aware Ensembles of Many Kernels
(
Institute of Electrical and Electronics Engineers Inc.
, 2016 , Article)
With the rapid development of Internet-of-Things (IoT), face scrambling has been proposed for privacy protection during IoT-targeted image/video distribution. Consequently, in these IoT applications, biometric verification ...
Glandular structure-guided classification of microscopic colorectal images using deep learning
(
Elsevier Ltd
, 2019 , Article)
In this work, we propose to automate the pre-cancerous tissue abnormality analysis by performing the classification of image patches using a novel two-stage convolutional neural network (CNN) based framework. Rather than ...
Efficient Quantum Image Classification Using Single Qubit Encoding
(
Institute of Electrical and Electronics Engineers Inc.
, 2022 , Article)
The domain of image classification has been seen to be dominated by high-performing deep-learning (DL) architectures. However, the success of this field, as seen over the past decade, has resulted in the complexity of ...
Ultrasound Intima-Media Complex (IMC) Segmentation Using Deep Learning Models
(
Multidisciplinary Digital Publishing Institute (MDPI)
, 2023 , Article)
Common carotid intima-media thickness (CIMT) is a common measure of atherosclerosis, often assessed through carotid ultrasound images. However, the use of deep learning methods for medical image analysis, segmentation and ...