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Chapter and Conference Paper
A Study on How to Generate Fire Data from Video/Image Using the F-guess and ROI Method
This paper presents the best method for generating fire data and improving the fire recognition rate. At the same time, shorten the labelling time by using fire videos and images when there is a limit to colle...
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Chapter and Conference Paper
A Method of Image Denoising via Dense Attention DnCNN
Many models with deep learning exhibit good performance, but due to the noise generated during the dataset or image generation and transmission used for learning, it may include noise and cannot achieve the de...
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Chapter and Conference Paper
Fusion Self-attention Feature Clustering Mechanism Network for Person ReID
For the problem that pedestrian features cannot be sufficiently extracted in person re-identification, a person re-identification model based on attention mechanism is proposed. Firstly, pedestrian features ar...
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Article
The distance measurement based on corner detection for rebar spacing in engineering images
The acceptance of binding and rebar installation is the last and vital step in construction engineering. However, there are many environmental constraints in the acceptance of the quality of rebar binding, whi...
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Article
Improved method for learning data imbalance in gender classification model using DA-FSL
As the deep learning technology grows, the accuracy of the training data to improve the model becomes important. If there are not enough learning data between classes, there is a problem that the accuracy of t...
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Article
Efficient noise reduction in images using directional modified sigma filter
A noise reduction of images using a directional modified sigma filter is proposed. It is important that an image should include accurate values without noise for large-scale data processing of a cloud computin...
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Chapter and Conference Paper
Implementation of Automatic Failure Diagnosis for Wind Turbine Monitoring System Based on Neural Network
The global action began to resolve the problem of global warming. Thus, the wind power has been emerged as an alternative energy of existing fossil fuel energy. The existing wind power has limitation of locati...
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Chapter and Conference Paper
Prediction System of the Situation Using the Fast Object Detection and Profiling
Background modeling of image segmentation is the most important role to image analysis and interpretation. Background modeling methods can be divided into the adaptive median filtering (AMF) and Gaussian mixtu...
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Chapter and Conference Paper
The Multi-object Tracking Based on Gradient and Depth Information in the Stereo Vision
The multi-object tracking method was proposed in this paper effectively using stereo vision. For the multi-object tracking, we present the method to combine the local gradient patterns (LGP) and the depth info...
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Article
Open AccessObject tracking system using a VSW algorithm based on color and point features
An object tracking system using a variable search window (VSW) algorithm based on color and feature points is proposed. A meanshift algorithm is an object tracking technique that works according to color proba...
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Chapter and Conference Paper
Noise Reduction in Image Using Directional Modified Sigma Filter
In this paper, we propose a new method using a modified sigma filter. The sigma filter among many algorithms is one of the simplest de-noising methods. The threshold of the sigma filter uses the estimated stan...
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Chapter and Conference Paper
An Approach to Real-Time Region Detection Algorithm Using Background Modeling and Covariance Descriptor
In this paper, we present a region detection algorithm using robust image descriptor. It abstracts objects from moving picture using Gaussian mixture background modeling on a moving object. And feature image i...
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Chapter and Conference Paper
Design of an Object-Based Video Retrieval System Using SCA and Invariant Moments
In recent years, it has become more important to process multimedia data efficiently. Especially, in the case of multimedia information, the user interface technique and retrieval technique are necessary. Vide...
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Chapter and Conference Paper
An Implementation of the Personal Authentication System for USN
This paper will be addressing why communication between M2M(machine to machine) in USN(Ubiquitous Sensor Network) has become a hot issue in IT recently. We propose RFID(Radio Frequency Identification) biometri...
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Chapter and Conference Paper
U-Multimedia Retrieval System Using MPEG-7 Visual Descriptor and Hippocampal Neural Network
In this paper, a retrieval system which enables to retrieval digital video and image compressed by MPEG and database divided 6 categories is implemented. Video retrieval detects content-based features value by...
