0% Complete
صفحه اصلی
/
سی و سومین کنفرانس بین المللی مهندسی برق
Small Target Detection Using an Enhanced Optimization Based Filter and Trajectory Tracking Via Pattern Matching Algorithm
نویسندگان :
Seyedeh Mahsa Zakipour Bahambari
1
Saeed Khankalantary
2
1- K.N.Toosi University of Technology
2- K.N.Toosi University of Technology
کلمات کلیدی :
Small Infrared Target،Target Detection and Tracking،Edge Component Analysis،Optimization-Based Filtering،Pattern Matching Algorithm
چکیده :
Nowadays, target detection and tracking is considered a crucial necessity. The expansion and increasing complexity of algorithms have led to the development and evolution of detection methods, enabling them to track targets under specific conditions. Meanwhile, the significant advancement in computer technology and the increase in computational power have facilitated the use and implementation of new, complex algorithms in this field. The proposed method consists of two stages: detection and tracking. In the detection phase, the filter based on optimization is improved through precise analysis of edge component criteria. During image filtering, depending on the type of region over which the filter window is placed, the window size and the weights in the filter optimization problem are adaptively adjusted. This improvement achieves effective single-frame detection on images with noisy backgrounds, reducing false alarms significantly compared to existing methods. Additionally, in the tracking phase, to complete the detection process and eliminate the remaining false alarms while tracking targets, a pattern-matching algorithm is used, offering suitable accuracy. The advantage of the proposed method is the low computational load in both target detection and tracking.
لیست مقالات
لیست مقالات بایگانی شده
تعیین محل خطا با استفاده از اطلاعات حاصل شده از خطا در حضور جبرانساز سری خازنی کنترل تریستوری (TCSC) به روش آفلاین.
حامد حیدری - سعید غنیمتی
Deep Learning-Based Imitation of Human Actions for Autonomous Pick-and-Place Tasks
Anoosheh Saadati - Mehdi Tale Masouleh - Ahmad Kalhor
Design and Implementation of a Modular ROS-based Mobile Robot With Hierarchical Control
Erfan Riazati - Arian Hajizadeh - Seyed Majid Esmailzadeh
Dual-Branch Cross-Parallel Transformer Model for Single-Channel Speech Enhancement
Mohammad Hakimkhah - Rahil Mahdian Toroghi - Hassan Zareian
Non-isolated Ultra-high Step-Up Quadratic Converter With Low Voltage Stress and Continuous Input Current
Maryam Hajilou - Baharak Akhlaghi - Hosein Farzanehfard
Empirical Performance Analysis and Channel Modeling of UAV-Assisted LoRa Networks
Hossein Aghajari - Sajad Ahmadinabi - Hamed Bakhtiari babadegani - Mehdi Naderi soorki
A Consensus-Based Approach for Short-Circuit Fault Type Detection in DC Microgrids Using ANFIS
Mohammadreza Mohammadhasani - Javad Sadeh
Exploring Different Machine Learning-based Methods for Learning the Language of Shepna Stock Price
Zoreh Ansari - Jalal Raeisi Gahruei - Mansoor Khademi
Enhancing Brain Tumor Classification in OCT Images using Local Phase Quantization Features
Naeem Eslamyeh Hamedani - Hasti Shabani
بازسازی تصویر با معکوس کردن شبکه GAN
علی مجلسی کوپائی - سعید باقری شورکی - احمد شعبانی
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.0.4