Recent trends in signal and image processing : ISSIP 2020 ; RCC Institute of Information Technology, Kolkata, India, March 18-9, 2020 / / editors, Siddhartha Bhattacharyya [et al.]

• Record Nr.: UNINA9910483205203321
• Pubbl/distr/stampa: Singapore : , : Springer, , [2021]; ©2021
• ISBN: 981-336-966-3
• Descrizione fisica: 1 online resource (167 pages)
• Collana: Advances in intelligent systems and computing ; ; Volume 1333
• Disciplina: 621.3822
• Soggetti: Signal processing - Digital techniques; Image processing
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di contenuto: Intro -- Preface -- Contents -- About the Editors -- Chaotic Ions Motion Optimization (CIMO) for Biological Sequences Local Alignment: COVID-19 as a Case Study -- 1 Introduction -- 2 IMO Algorithm -- 3 Chaotic IMO (CIMO) -- 4 Experimental Results and Discussions -- 5 Conclusion -- References -- Differential Evolution-Based Shot Boundary Detection Algorithm for Content-Based Video Retrieval -- 1 Introduction -- 2 Proposed Method -- 2.1 Shot Boundary Detection Algorithm with DE and SVM -- 3 Experiment and Results -- 4 Conclusion -- References -- Qutrit-Based Genetic Algorithm for Hyperspectral Image Thresholding -- 1 Introduction -- 2 Fundamental Concepts of Quantum Computing -- 3 HSI Band Selection Based on Interactive Information -- 4 Proposed Methodology -- 4.1 HSI Pre-processing Stage -- 4.2 QutritGA -- 5 Experimental Results -- 5.1 Dataset -- 5.2 Analysis -- 6 Conclusion -- References -- Employing Parallel Hardware Architectures to Diagnose Sickle Cell Anemia in Real-Time Basis -- 1 Introduction -- 2 Literature Review -- 3 Parallel Hardware Implementation -- 3.1 FPGA -- 3.2 GPU -- 4 Diagnostic Algorithm of SCA -- 5 Results and Discussion -- 6 Conclusion -- References -- Implementing a Hardware Accelerator to Enhance the Recognition Performance of the Fruit Mature -- 1 Introduction -- 2 Fruit Recognition Process -- 2.1 Color-Threshold -- 2.2 K-Means ; Clustering -- 2.3 Hardware Implementation -- 3 Results and Discussion -- 4 Conclusions -- References -- Time Series Modelling and Forecasting of Patient Arrivals at an Emergency Department of a Select Hospital -- 1 Introduction -- 2 Review of Literature -- 3 Context of the Study -- 4 Data Analysis -- 4.1 Descriptive Analysis -- 4.2 Predictive Analytics: Modelling Patient Arrivals for Operational Shift One from 12 AM to 8 AM.; 4.3 Modelling Patient Arrivals for Operational Shift Two from 8 AM to 8 PM -- 4.4 Modelling Patient Arrivals for Operational Shift Three from 8 PM to 12 AM -- 5 Conclusions and Future Work -- References -- Deep Convolutional Neural Network-Based Diagnosis of Invasive Ductal Carcinoma -- 1 Introduction -- 2 Related Works -- 3 Methods -- 3.1 Dataset Description -- 3.2 Model Architecture -- 4 Result -- 5 Conclusion and Discussion -- References -- Speaker Identification in Spoken Language Mismatch Condition: An Experimental Study -- 1 Introduction -- 2 Speaker Identification Experiments -- 2.1 Experimental Data -- 2.2 Architecture of SID System -- 2.3 Experimental Setup -- 3 Result and Discussion -- 4 Conclusion -- References -- Ultrasound Image Classification Using ACGAN with Small Training Dataset -- 1 Introduction -- 2 Related Works -- 2.1 Transfer Learning -- 2.2 GAN -- 2.3 ACGAN -- 3 Proposed Method -- 3.1 Data Augmentation -- 3.2 Training Classifier -- 3.3 Classifying Test Images -- 4 Result -- 4.1 Dataset -- 4.2 Experimental Setup -- 4.3 Quantitative Result -- 5 Conclusions -- References -- Assessment of Eyeball Movement and Head Movement Detection Based on Reading -- 1 Introduction -- 2 Literature Review -- 3 System Architecture -- 4 Experimental Details -- 4.1 Eye Detection -- 4.2 Eyeball Detection -- 4.3 Eyeball Movement Detection -- 4.4 Nose Detection -- 4.5 Counting Movement and Recording in CSV File -- 4.6 Low-Cost System -- 4.7 Implementation and Result -- 5 Conclusion -- References -- Using Hadoop Ecosystem and Python to Explore Climate Change -- 1 Introduction -- 2 Study Design and Implementation -- 2.1 Data Sources -- 2.2 Hadoop Overview and Workflow -- 2.3 Storing Data in RDBMS System -- 2.4 Data Migration from RDBMS to Hadoop -- 2.5 Data Transformations Using Hive and Impala -- 2.6 Connecting Python to Hive and Importing Tables.; 2.7 Climate Change Data Analysis -- 3 Conclusion -- References -- A Brief Review of Intelligent Rule Extraction Techniques -- 1 Introduction -- 2 Motivation -- 3 Intelligent Approaches to Rule Extraction -- 3.1 Heuristic Approaches -- 3.2 Regression Based Approaches -- 3.3 Fuzzy Approaches -- 3.4 Neuro-fuzzy Approaches -- 3.5 Interpolation Based Approaches -- 3.6 Evolutionary Fuzzy Approaches -- 3.7 Rough-Fuzzy Approaches -- 3.8 Dynamic and Adaptive Approaches -- 4 Discussions and Conclusion -- References -- The Effect of Different Feature Selection Methods for Classification of Melanoma -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Texture Features -- 3.2 Approach to Feature Selection -- 4 Results and Discussion -- 5 Conclusion -- References -- Intelligent Hybrid Technique to Secure Bluetooth Communications -- 1 Introduction -- 2 Popular Security Issues of Bluetooth -- 3 Authentication and Encryption Used in Bluetooth Media -- 3.1 Encryption Process -- 3.2 Authentication Process -- 4 The Framework Details of Proposed Hybrid Technique -- 4.1 Blowfish Algorithm -- 4.2 MD5 Hashing Algorithm -- 5 Mechanisim of Proposed Method -- 5.1 Sender Side -- 5.2 Receiver Side -- 6 Conclusion -- References -- Parallel Algorithm to find Integer k where a given Well-Distributed Graph is k-Metric Dimensional -- 1 Introduction and Background -- 1.1 Distance from a Given Vertex v to All Other Vertices -- 2 Conclusion -- References -- A Fog-Based ; Retrieval of Real-Time Data for Health Applications -- 1 Introduction -- 2 Related Work -- 3 Proposed Model -- 4 Experimental Setup -- 5 Performance Analysis -- 6 Conclusion -- References.