کنفرانس مهندسی برق ایران

صفحه اصلی / سی و سومین کنفرانس بین المللی مهندسی برق

A Novel Approch to No-reference Image Quality Assessment Utilizing Saliency map

نویسندگان :

Reza Sabr Ali Pour¹ Mohieddin Moradi²

1- دانشگاه صدا و سیما 2- دانشگاه صدا و سیما

کلمات کلیدی :

no-reference image quality assessment،saliency map،neural network

چکیده :

Although recent efforts have achieved promising performance, image quality assessment is still a challenging problem since many distortions can occur simultaneous beyond the human visual system's complexity. In addition to these issues, image resolution has always been increased to achieve higher quality. In this case, many methods have used resolution reduction to take advantage of neural networks in extracting deep features. Despite its positive impact, this approach has two major issues. First, it ignores the correlation between resolution and distortions. Second, the human visual system does not pay equal attention to the entire image; instead, it focuses more on certain regions than others. This study proposes a novel approach to no-reference image quality assessment, emphasizing the importance of saliency maps in selecting areas for feature extraction. The results demonstrate highly favorable performance on datasets with artificial distortions compared to other methods while maintaining significantly lower computational complexity.

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

A Linear Position Sensor Proposal by Development of a Variable Reluctance Linear Resolver

Arman Ramezannezhad - Peyman Naderi - Lieven Vandevelde

Holographic Technique Inspired Multi-Beam Cylindrical Leaky-Wave Antenna

Mohammad Amin Chaychi Zadeh - Nader Komjani - Sajjad Zohrevand

نحوه کنترل سطوح هوشمند با قابلیت تنظیم مجدد در راستای مقابله با استراق سمع کننده ها

محمد کاظم ناطقی - زلفا زینل پور یزدی

Robust Wireless Power Transfer by Self-Oscillating Controlled Inverter and Double-D Pads

Alireza Eikani - Mohammad Amirkhani - Hossein Jafari - Hesamodin Abdoli - Sadegh Vaez-Zadeh - Ghasem Rezazadeh

کنترل توربین بادی با استفاده از کنترل‌کننده پیش‌بین تابعی توسعه‌یافته

آرمین باقری - محمد حائری

Improving the Performance and Robustness of Non-Minimum Phase Systems Using Integrated Feedforward-IMC Technique

Saeedreza Tofighi

Average Secrecy Capacity Performance Analysis for SWIPT-Based SIMO Underlay Cognitive Radio

Mohammad Javad Saber1 - Seyedeh Maryam Mazloum - Seyed Mohammad Sajad Sadough

Effective Service Restoration in Electrical Distribution Networks Using a Bi-Stage Algorithm

Qasem Asadi - Amir Amini - Hamid Falaghi - Maryam Ramezani

Design of Dual-beam Orthogonal Circular Polarized Leaky-wave Holographic Antenna

Mohammad Amin Chaychizadeh - Nader Komjani

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.3.2