The following topics were dealt with: human identification and tracking; particle filtering; imageprocessing for industry; transforms; filter banks; knowledge integration and modelling in medical imaging; spectral me...
The following topics were dealt with: human identification and tracking; particle filtering; imageprocessing for industry; transforms; filter banks; knowledge integration and modelling in medical imaging; spectral methods; multirate signalprocessing; 3D applications to face measurement and recognition; biometrics; imageanalysis; object recognition; facial analysis and synthesis; video-based motion analysis in sports; computer-aided craniofacial modeling and reconstruction; airborne remote sensing; and remote sensing for humanitarian demining.
Copyright (c) 2013 by the University of Zagreb. All rights reserved. Copyright (c) 2013 by the University of Trieste. All rights reserved. Copyright (c) 2013 by the Institute of Electrical and Electronics Engineers, I...
Copyright (c) 2013 by the University of Zagreb. All rights reserved. Copyright (c) 2013 by the University of Trieste. All rights reserved. Copyright (c) 2013 by the Institute of Electrical and Electronics Engineers, Inc. All rights reserved.
Conference proceedings front matter may contain various advertisements, welcome messages, committee or program information, and other miscellaneous conference information. This may in some cases also include the cover...
Conference proceedings front matter may contain various advertisements, welcome messages, committee or program information, and other miscellaneous conference information. This may in some cases also include the cover art, table of contents, copyright statements, title-page or half title-pages, blank pages, venue maps or other general information relating to the conference that was part of the original conference proceedings.
The proceedings contain 197 papers. The topics discussed include: closed-form semi-blind separation of three sources from three real-valued instantaneous linear mixtures via quaternions;an algorithm for the blind iden...
ISBN:
(纸本)0780367030
The proceedings contain 197 papers. The topics discussed include: closed-form semi-blind separation of three sources from three real-valued instantaneous linear mixtures via quaternions;an algorithm for the blind identification of n independent signals with 2 sensors;blind separation of convolutive mixtures using joint block diagonalization;blind source separation via symmetric eigenvalue decomposition;a new parametrization to the design of recursive digital filter;optimal design of variable fractional-delay digital filters;design of 2-D quadrantally symmetric IIR digital filters using singular value decomposition and ordered real schur form;a cost function for learning feedforward neural networks subject to noisy inputs;automatic digital modulation recognition using spectral and statistical features with multi-layer perceptrons;and an on line learning vector quantization algorithm.
The proceedings contain 197 papers. The topics discussed include: closed-form semi-blind separation of three sources from three real-valued instantaneous linear mixtures via quaternions;an algorithm for the blind iden...
ISBN:
(纸本)0780367030
The proceedings contain 197 papers. The topics discussed include: closed-form semi-blind separation of three sources from three real-valued instantaneous linear mixtures via quaternions;an algorithm for the blind identification of n independent signals with 2 sensors;blind separation of convolutive mixtures using joint block diagonalization;blind source separation via symmetric eigenvalue decomposition;a new parametrization to the design of recursive digital filter;optimal design of variable fractional-delay digital filters;design of 2-D quadrantally symmetric IIR digital filters using singular value decomposition and ordered real schur form;a cost function for learning feedforward neural networks subject to noisy inputs;automatic digital modulation recognition using spectral and statistical features with multi-layer perceptrons;and an on line learning vector quantization algorithm.
The proceedings contain 31 papers. The special focus in this conference is on signal and imageprocessing. The topics include: A Blockchain-Based Secure Framework for Storage and Access of Surveillance Video Data;enco...
ISBN:
(纸本)9789819795147
The proceedings contain 31 papers. The special focus in this conference is on signal and imageprocessing. The topics include: A Blockchain-Based Secure Framework for Storage and Access of Surveillance Video Data;encountering the Challenges and Awareness of Internet Security;Data-Driven Strategies for Twitter Engagement: Hashtag Recommendations and API Insights;Analyzing and Visualizing AI Decision-Making for Human-Centered Interaction and Trust;AI-ML-Based Handover Techniques in Next-Generation Wireless Networks;castle Defender: Design and Implementation of Game Based on Pygame;optimizing Healthcare: Enhancing Disease Management with Recommendation Systems;optimizing Diabetes Prediction Models for Enhanced Health Data processing;comparative analysis of Classification Models Using Various Feature Sets;An Early Detection of Tomato Plant Disease with Deep Reinforcement Learning and CNN;ioT-Powered Health Monitoring System for Protecting Vital Organs Through Cloud-Based Diagnosis;LASKV: Lightweight Authenticated Session Key Agreement for Video Surveillance System;Data Analyses of Factors Influencing Sustainable Adoption of Online Public Services: An Extended UTAUT analysis in North Macedonia;a Comprehensive Review on Real-Time Campus Compass;deep Learning Approaches for Early Detection of Bovine Respiratory Diseases in Cattle;identifying Suitable Cloud Storage Services from Cross Cloud Platforms Based on the Requirements;storage-Savvy Frame Recorder: Enhancing Storage Efficiency and Inspection Speed*;lossless Medical image Compression Using Block-Wise Burrows–Wheeler Transform and Modified Run Length Encoding;advancing Software Defect Detection and Prevention: Bridging Gaps in Early-Stage and Evolving Software Systems;a New Way to Communicate: Deep Learning for Deaf and Dumb People;dependent Binomial: A Family of Distributions Derivable by Modifying a Base.
With the rapid development of global capital markets, the impact of international capital flows on the global economy has become increasingly significant. Effectively extracting valuable information from related image...
详细信息
With the rapid development of global capital markets, the impact of international capital flows on the global economy has become increasingly significant. Effectively extracting valuable information from related image data to assist in the prediction and analysis of capital flow trends has become an important research direction in the financial field. Deep learning, as a powerful data analysis tool, has made significant progress in imageprocessing, feature extraction, and trend prediction in recent years. However, existing methods often encounter issues such as inaccurate feature extraction and limited model generalization when dealing with complex financial image data, which restricts their practical application. To address these challenges, this paper proposes a deep learning-based framework for analyzing international capital flow images, aiming to improve the accuracy and efficiency of feature extraction from capital flow-related images. The research in this paper is centered around two main aspects: first, the design of a deep learning framework tailored to the specific needs of international capital flow imageprocessing, selecting appropriate algorithm architectures;second, the construction of abar-pooling module and abar-attention module for the recognition of price trend line features, with the goal of enhancing the model's performance in price trend prediction. Through these innovative designs, this paper contributes to enhancing the capability of deep learning models in processing financial image data and provides new ideas and methods for the analysis of international capital flows.
暂无评论