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Advances in Non-Invasive Biomedical Signal Sensing and Processing with Machine Learning
This book presents the modern technological advancements and revolutions in the biomedical sector. Progress in the contemporary sensing, Internet of...
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Handbook of Biometric Anti-Spoofing Presentation Attack Detection and Vulnerability Assessment
The third edition of this authoritative and comprehensive handbook is the definitive work on the current state of the art of Biometric Presentation...
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Dermoepidermal Adhesion Strength Measurement Using Suction Blisters
A close and strong connection between the dermis and the epidermis is crucial for the skin to function properly. A decreased strength of the...
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Best Solutions Proposed in the Context of the Face Anti-spoofing Challenge Series
The PAD competitions we organized attracted more than 835 teams from home and abroad, most of them from the industry, which shows that the topic of...
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A Deep Learning Approach to Segment High-Content Images of the E. coli Bacteria
High-content imaging (HCI) has been used to study antimicrobial resistance in bacteria. Although cell segmentation is critical for accurately...
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Adaptive Enhancement of Extreme Low-Light Images
Existing methods for enhancing dark images captured in a very low-light environment assume that the intensity level of the optimal output image is...
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Advances in the Analysis of Electrocardiogram in Context of Mass Screening: Technological Trends and Application of AI Anomaly Detection
Electrocardiography is still the most wide-spread method of functional diagnosis. The chapter has been targeted towards the debate on evolution and...
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The Role of EEG as Neuro-Markers for Patients with Depression: A Systematic Review
Depressive symptoms may include feelings of melancholy, lack of interest, and difficulty remembering and focusing. The existing techniques of...
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Biomedical Signal Processing for Automated Detection of Sleep Arousals Based on Multi-Physiological Signals with Ensemble Learning Methods
Sleep-related breathing disorders such as sleep apnea and hypopnea are potentially serious disorders and can be the cause of a wide range of physical...
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Upsampling Data Challenge: Object-Aware Approach for 3D Object Detection in Rain
Lidar-based 3D object detection has been widely adopted for autonomous vehicles. However, adverse weather conditions, such as rain, pose significant...
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Improved Obstructed Facial Feature Reconstruction for Emotion Recognition with Minimal Change CycleGANs
Comprehending facial expressions is essential for human interaction and closely linked to facial muscle understanding. Typically, muscle activation...
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A Contrario Mosaic Analysis for Image Forensics
With the advent of recent technologies, image editing has become accessible even without expertise. However, this ease of manipulation has given rise...
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Genetic Programming with Convolutional Operators for Albatross Nest Detection from Satellite Imaging
Conservation efforts in remote areas, such as population monitoring, are expensive and laborious. Recent advances in satellite resolution have made...
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Image Acquisition by Image Retrieval with Color Aesthetics
The objective of this work is to obtained aesthetically pleasing images related based on the location information. To achieve this, we develop a...
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IRIS Segmentation Technique Using IRIS-UNet Method
Precise segmentation of the iris from the eye images is an essential task in iris diagnosis. Most of the predictions fail due to improper...
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Person Activity Classification from an Aerial Sensor Based on a Multi-level Deep Features
The intelligent surveillance system is considered as an important research field since it provides continuous personal security solution. In fact,...
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Robust Face Presentation Attack Detection with Multi-channel Neural Networks
Vulnerability against presentation attacks remains a challenging issue limiting the reliable use of face recognition systems. Though several methods...
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Introduction to Presentation Attack Detection in Fingerprint Biometrics
This chapter provides an introduction to Presentation Attack Detection (PAD) in fingerprint biometrics, also coined as anti-spoofing, describes early...
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Introduction to Presentation Attack Detection in Iris Biometrics and Recent Advances
Iris recognition technology has attracted an increasing interest in the last decades in which we have witnessed a migration from research...
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Intra and Cross-spectrum Iris Presentation Attack Detection in the NIR and Visible Domains
Iris Presentation Attack Detection (PAD) is essential to secure iris recognition systems. Recent iris PAD solutions achieved good performance by...