The proceedings contain 43 papers. The topics discussed include: used car price prediction using machine learning: a case study;cloud computing for healthcare services: technology, application and architecture;adaptiv...
ISBN:
(纸本)9781665487245
The proceedings contain 43 papers. The topics discussed include: used car price prediction using machine learning: a case study;cloud computing for healthcare services: technology, application and architecture;adaptive region growing based on detecting the seed point in the central trachea to the pre-segment respiratory system;a stochastic 3d model for three-phase heterogeneous microstructures in SOFC-electrodes;partial finite-time stabilization for a mono-dimensional transport bilinear system;bilinear optimal stabilization of a non-homogeneous Fokker-Planck equation;stochastic modeling of hyperconnected mobile modular production problem;vehicle speed measurement, type, and color identification by videoprocessing using machine learning algorithms;relevant pitch features selection for voice disorders families classification;stochastic volatility, a closed formula for futures contracts;deployment strategies of mobile networks for internet-of-things in smart maritime ports;and an image fusion method using shift-invariant adaptive selectivity representation and parameter-adaptive PCNN.
The proceedings contain 27 papers. The special focus in this conference is on Computational Technologies and Electronics. The topics include: Wildlife Detection Using ANN and Other Modern Technology: A Survey of&...
ISBN:
(纸本)9783031819803
The proceedings contain 27 papers. The special focus in this conference is on Computational Technologies and Electronics. The topics include: Wildlife Detection Using ANN and Other Modern Technology: A Survey of Literatures;enhancing Learning Outcomes Through the Use of Conducive Learning Spaces;smart Diagnosis Using Symptoms for Seeking a Specialist Doctor;a Comprehensive Review and Future Prospects of Lie Detection Using Machine Learning;searching Optimizers for Deep Learning Based Hyperspectral image Classification;efficient Crop Recommendation System: A Machine Learning Based Approach;Human Fall Detection Using Transfer Learning-Based 3D CNN;anomaly Detection in Respiratory Events Using Machine Learning;federated Learning to Speed Up Pre-processing of Large Data Sets;flood Susceptibility Zonation Using Geospatial Frequency Ratio and Artificial Neural Network Techniques within Himalayan Terai Region: A Comparative Exploration;a Fertilizer Recommendation System Using an Assembly of Regressors Coupled with Nature-Inspired Optimization Algorithms;state-of-the-Art in Feature Selection: Applications of the Slime Mould Algorithm;MOODBYTBLB: Impact of Covid-19 Among Indians: A Sentiment Analysis Using Textblob;mythBuster: A Comparative Analysis of Few Machine Learning and Deep Learning Models for Fake News Detection;unsupervised Approach for Word Sense Disambiguation in Bengali;a Hybrid Method for Bengali Word Segmentation from Handwritten Copies of School Students;securing Social Spaces: Harnessing Deep Learning to Eradicate Cyberbullying;exploring Intonation Patterns in Nepali Speech: A Phonetic and Linguistic Analysis for Text-to-Speech System;sentiment Analysis on Airline Customer Review Using Language Model and Capsule Network;implementation of Digital Healthcare for Improving Maternal Care: A Systematic Review;video Content Analysis and Classification Based on Human Activity Recognition;Machine Learning Based Expert System for Breast Cancer Prediction (MLESBCP).
The proceedings contain 34 papers. The special focus in this conference is on imageprocessing and communications. The topics include: Classifier selection uses decision profiles in binary classification task;2DHMM-ba...
ISBN:
(纸本)9783319238135
The proceedings contain 34 papers. The special focus in this conference is on imageprocessing and communications. The topics include: Classifier selection uses decision profiles in binary classification task;2DHMM-based face recognition method;corner detection based on directional gradients;sensor fusion enhancement for mobile positioning systems;thermal face recognition;feature reduction using similarity measure in object detector learning with haar-like features;assessment of the brain coverage ratio in the postoperative craniosynostosis based on 3D CT scans;combined imaging system for taking facial portraits in visible and thermal spectra;the PUT surveillance database;automatic analysis of vehicle trajectory applied to visual surveillance;algorithmically optimized AVC video encoder with parallel processing of data;neural video compression based on SURF scene change detection algorithm;cell detection in corneal endothelial images using directional filters;the method of probabilistic nodes combination in 2D information retrieval, pattern recognition and biometric modeling;3-D reconstruction of real objects using an android device;methods of natural image preprocessing supporting the automatic text recognition using the OCR algorithms;fast machine vision line detection for mobile robot navigation in dark environments;adjustment of viterbi algorithm for line following robots;studentized range for spatio-temporal track-before-detect algorithm;real-time US image enhancement by forward-backward diffusion using GPU;face-based distributed visitor identification system;color space optimization for lacunarity method in analysis of papanicolaou smears and toward texture-based 3D level set image segmentation.
The proceedings contain 155 papers. The topics discussed include: two fundamental challenges in perceptual coding and image restoration;robust recognition-by-parts using transduction and boosting with applications to ...
ISBN:
(纸本)9789612480295
The proceedings contain 155 papers. The topics discussed include: two fundamental challenges in perceptual coding and image restoration;robust recognition-by-parts using transduction and boosting with applications to biometrics;overview of multi-view video coding;data protection techniques, cryptographic protocols and PKI systems in modern computer networks;analysis of fused ophthalmologic image data;threshold estimation for wavelet domain filtering of signal-dependent noise;partial realization of a generalized transfer function;analysis of electrocardiograms using the convolution kernel compensation approach;using fractal dimension as texture discriminator for content base image retrieval;image interpolation method based on wavelets;face feature detection for 3D model of talking head with speech synthesis;chromatic enhancement technique for JPEG image;and a formal approach to hypervideo design.
The proceedings contain 40 papers. The topics discussed include: comparing linear and non-linear transformation of speech;an adaptive multipath mitigation architecture for GPS system;utilization of interactive interne...
ISBN:
(纸本)9789604741144
The proceedings contain 40 papers. The topics discussed include: comparing linear and non-linear transformation of speech;an adaptive multipath mitigation architecture for GPS system;utilization of interactive internet in high education;laser scanner surveying techniques aiming to the study and the spreading of recent architectural structures;on using kullback leibler distance to estimate vector quantization performance;towards a comprehensive 3D dynamic facial expression database;measuring the preferred learning style;advanced interfaces of interactions with virtual organs for surgical pre-operative planning;main types of attacks in wireless sensor networks;analytical investigation of the performance of packet-level FEC techniques in VoIP communications;and towards providing low-risk and economically feasible network data transfer services.
The proceedings contain 52 papers. The special focus in this conference is on imageprocessing and communications. The topics include: Adaptive windowed threshold for box counting algorithm in cytoscreening applicatio...
ISBN:
(纸本)9783319016214
The proceedings contain 52 papers. The special focus in this conference is on imageprocessing and communications. The topics include: Adaptive windowed threshold for box counting algorithm in cytoscreening applications;corneal endothelial grid structure factor based on coefficient of variation of the cell sides lengths;a distributed approach for development of deformable model-based segmentation methods;enhancement of low-dose CT brain scans using graph-based anisotropic interpolation;using of EM algorithm to image reconstruction problem with tomography noises;the perception of humanoid robot by human;a fast histogram estimation based on the Monte Carlo method for image binarization;adaptation of the combined image similarity index for video sequences;time-frequency analysis of image based on stockwell transform;2DKLT-based color image watermarking;knowledge transformations applied in image classification task;problems of infrared and visible-light images automatic registration;semantics driven table understanding in born-digital documents;contextual possibilistic knowledge diffusion for images classification;image feature extraction using compressive sensing;a modification of the parallel spline interpolation algorithms;local Eigen background substraction;polarization imaging in 3D shape reconstrucion;layer image components geometry optimization;extraction of data from limnigraf chart images;a simplified visual cortex model for efficient image codding and object recognition;fuzzy rule-based systems for optimizing power consumption in data centers;an algorithm for finding shortest path tree using ant colony optimization metaheuristic and a sensor network gateway for IP network and SQL database.
Unmanned aerial vehicles (UAVs) equipped with cameras, capture images and videos from high altitude, usually for surveillance purpose. This paper investigates the power consumption of a drone processing unit under two...
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In this study, we will investigate a new image signal processing method in order to develop a highly useful walking support device for visually impaired people. Visually impaired people walk independently using assist...
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The recently approved digital still image standard known as JPEG2000 promises to be an excellent image and video format for use with a large range of applications. For adoption of the standard to take place in the con...
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The recently approved digital still image standard known as JPEG2000 promises to be an excellent image and video format for use with a large range of applications. For adoption of the standard to take place in the consumer marketplace, implementations supporting real-time encoding and decoding of popular image and video formats must be created. It is a well-known fact that the major bottleneck of a JPEG2000 system is the bit/context modeling and arithmetic coding tasks (also known as tier-1 coding). This paper discusses a hardware implementation of a tier-1 coder that exploits available parallelisms. The proposed technique described in this paper is approximately 50% faster than the best technique described in the literature(1).
In this study, the alignment of video-text and image-text datasets is studied. Firstly, similarities are calculated over the texts in the two data sets. A retrieval setup with visual similarities is then applied to th...
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ISBN:
(纸本)9798350343557
In this study, the alignment of video-text and image-text datasets is studied. Firstly, similarities are calculated over the texts in the two data sets. A retrieval setup with visual similarities is then applied to the subset which is created via calculated text similarities. A BERT-based embedding vector method is applied to the raw and pure texts. As a visual feature, object-based and CLIP-based methods are used to define video frames. According to the results, alignment with CLIP features achieves the best results in the subset created by filtering using raw text.
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