International Conference on Information and Knowledge Technology

فارسی

Home / پانزدهمین کنفرانس بین المللی فناوری اطلاعات و دانش

Task Scheduling for Real-time Object Detection: Methods and Performance Comparison in ADAS Applications

Authors :

Mahdi Seyfipoor¹ Sayyed Muhammad Jaffry² Siamak Mohamadi³

1- University of Tehran 2- University of Tehran 3- University of Tehran

Keywords :

ADAS،Computer Vision،Real-time،Task Scheduling

Abstract :

Computer Vision has changed how a lot of smart systems function. Cyber Physical systems, such as Advanced Driver Assistance Systems (ADAS), make use of this technology to see their surroundings and act accordingly, but since they are computer systems, they need to process information and do one action at a time. Deciding which task to process and respond to requires implementing a scheduler that can prioritize the tasks in a manner we deem appropriate. We must also acknowledge that some tasks have deadlines that need to be met to ensure safety. Given all this, Real-time scheduling proves to be an important subject in this area. In this paper, we will introduce and compare different scheduling algorithms and see how they perform under machine vision tasks.

List of archived papers

A Deep Learning Framework for Phase-Aware Feature Representation to Improve Sound Source Direction and Distance Estimation

Zahra Abolfazli - Hamid Reza Abutalebi

Epileptic Seizure Detection based on Statistical and Wavelet Features and Siamese Network

Zahra Hossein-Nejad - Mehdi Nasri

Two Novel Designs of Efficient Single-Bit Comparators in QCA Technology with Ultra-Low Energy Dissipation

Shobeir Fayazi - Hatam Abdoli

Inner and Outer Bearing Fault Diagnosis of electrical Motors Using a Proposed Algorithm and Vibration Signals

Vahid Safari Dehnavi - Masoud Shafiee

The risk prediction of heart disease by using neuro-fuzzy and improved GOA

Vahid Safari Dehnavi - Masoud Shafiee

IoMT-Enabled Smart Healthcare: State-of-the-Art, Security and Future Directions

Shivam Tripathi - Vatsalkumar Makwana - Malaram Kumhar - Harshal Trivedi - Jitendra Bhatia - Sudeep Tanwar - Hossein Shahinzadeh

ارائه مدل هشت مولفه ای استراتژی جامع هوش مصنوعی سازمانی

محمد کاظم صیادی - نیلوفر مرادحاصل - علیرضا یاری

شناسایی کمپلکس‎ های پروتئینی با استفاده از داده‎ های زیستی و خوشه بندی فازی

مریم مولی وردیخانی - دکتر سعید جلیلی مریم مولی وردیخانی - سعید جلیلی -

ارائۀ چارچوب هستان‌شناسی برای شهر هوشمند مبتنی بر سیستم‌های سایبر-فیزیکی

علی اصغر قائمی - جعفر حبیبی - سید حسن میریان

SPA Bot: Smart Price-Action Trading Bot for Cryptocurency Market

Dr Hamid Jazayeriy - Mohammad Daryani

more

Samin Hamayesh - Version 44.5.0