Pattern recognition and artificial intelligence : 5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17-18, 2021, Proceedings / Chawki Djeddi, Imran Siddiqi, Akhtar Jamil, Alaa Ali Hameed, İsmail Kucuk (eds.).

This book constitutes the refereed proceedings of the 5th Mediterranean Conference on Pattern Recognition and Artificial Intelligence, MedPRAI 2021, held in Istanbul, Turkey, in December 2021. Due to the COVID-19 pandemic, MedPRAI 2021 was held fully online. The 28 revised full papers and 4 short pa...

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Bibliographic Details
Corporate Author:	Mediterranean Conference on Pattern Recognition and Artificial Intelligence Online
Other Authors:	Djeddi, Chawki, Siddiqi, Imran, Jamil, Akhtar, Ali Hameed, Alaa, Kucuk, İsmail
Format:	eBook
Language:	English
Published:	Cham, Switzerland : Springer, 2022.
Series:	Communications in computer and information science ; 1543.
Subjects:	Pattern recognition systems > Congresses. Artificial intelligence > Congresses. Artificial intelligence Pattern recognition systems proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès.
Online Access:	Click for online access

Table of Contents:

Intro
Preface
Organization
Contents
Computer Vision and Image Processing
Human Action Recognition Using Attention Mechanism and Gaze Information
1 Introduction
2 Related Works
2.1 HOI Detection
2.2 Gaze Following
3 The Proposed Idea
3.1 The Basic Model
3.2 The Proposed Structure
3.3 Gaze Heatmap and the Improved iCAN Module
3.4 Depth-Wise Separable Convolution
4 Experimental Results
4.1 Dataset
4.2 Evaluation Metrics
4.3 Implementation Details
4.4 Quantitative Evaluation
4.5 Qualitative Evaluation
4.6 Ablation Study
5 Conclusion
References
Face Recognition Under Partial Occlusion: A Detection and Exclusion of Occluded Face Regions Approach
1 Introduction
2 Literature Review
3 The Proposed Framework
3.1 Training Phase
3.2 Testing Phase
4 Experiments
4.1 Implementation Details
4.2 Evaluation Metrics
4.3 Non-occluded Region Retrieval Using Skin Detection
4.4 Non-occluded Region Retrieval Using Haar Cascade Classifiers
4.5 Effect of the Number of Images in Learning a Class
5 Conclusion
References
Color Vision Deficiency and Live Recoloring
1 Introduction
2 Background and Related Work
3 Proposed System
4 Experiments and Results
5 Conclusion
References
Real Time Handling Occlusion in Augmented Reality Based on Photogrammetry
1 Introduction
2 Related Work
2.1 Contour-Based Methods
2.2 Depth-Based Method
2.3 3D Reconstruction Based Method
3 System Overview
3.1 Photogrammertic 3D Modeling
3.2 AR Application Development with Handling Occlusion
4 Results and Discussion
4.1 Experimental Results
4.2 Discussion
5 Conclusion
References
Colour Image Encryption Based on Fisher-Yates Algorithm and Chaotic Maps
1 Introduction
2 Materials and Methods
2.1 2D Logistic-Tent Map
2.2 Fisher-Yates Algorithm
2.3 Diffusion Using 2D LTM
2.4 Proposed Method for Encrypting Colour Image
3 Results and Discussion
3.1 Statistical Attack Analysis
4 Conclusion
References
Robust SLAM System by Incorporating UWB Positioning and Landmark Localization
1 Introduction
2 Related Work
3 Proposed Approach
4 Experiments
5 Conclusion
References
Intelligent Systems for Medical Diagnosis
Deep Learning for Liver Disease Prediction
1 Introduction
2 Related Works
3 Materials and Methods
3.1 Datasets
3.2 Preprocessing
3.3 Model Building
4 Experimental Results
4.1 Model Evaluation
5 Results and Discussion
5.1 Experiments on BUPA Dataset
5.2 Experiments on ILPD Dataset
6 Conclusion
References
Pre-trained Backbones Effect on Nuclei Segmentation Performance
1 Introduction
2 Background
3 Methods
3.1 VGG16
3.2 MobileNet
3.3 EfficientNet B3
4 Experiments and Results
4.1 Triple Negative Breast Cancer Dataset

Pattern recognition and artificial intelligence : 5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17-18, 2021, Proceedings / Chawki Djeddi, Imran Siddiqi, Akhtar Jamil, Alaa Ali Hameed, İsmail Kucuk (eds.).

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