Traffic congestion detection and optimizing traffic flow using object detection, optical flow and fluid dynamics

Traffic congestion detection and optimizing traffic flow using object detection, optical flow and fluid dynamics

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Detaylı Bibliyografya
Asıl Yazarlar:	Hossain, Md. Shahriyar, Bhuiyan, Md. Imtiaz, Dulali, Marjahan Akther
Diğer Yazarlar:	Alam, Md. Ashraful
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	Brac University 2022
Konular:	AITS ITSC Deep learning Image recognition Self-adaptive traffic system ATS City Traffic Fluid dynamics Numerical simulation Traffic simulation Object detection Optical flow Traffic flow Image processing > Digital techniques. Machine learning Cognitive learning theory (Deep learning) Fluid dynamics > Computer programs.
Online Erişim:	http://hdl.handle.net/10361/16668

Benzer Materyaller

Traffic sign recognition using deep learning
Yazar:: Amir, Afia Binte, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

A machine learning approach to predicting and mitigating traffic congestion
Yazar:: Faisal, Abu Fatah Mohammed, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A novel approach to forecast traffic congestion using CMTF and machine learning
Yazar:: Chowdhury, Md. Mohiuddin, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
Yazar:: Saquib, Muhammad Sadman, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Reducing traffic congestion through ride sharing in Bangladesh: a case study of Dhaka City
Yazar:: Mollah, Md Lokman Hossain
Baskı/Yayın Bilgisi: (2021)

An efficient algorithm for detecting traffic congestion and a framework for smart traffic control system
Yazar:: Karim, Dewan Tanzim ul, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Real time traffic density measurement using computer vision and dynamic traffic control
Yazar:: Chowdhury, Md. Fahim, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Blockchain-based traffic surveillance footage authenticity detection system
Yazar:: Bin Moshiur, Tasnimul, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

IoT based smart traffic control system using sumo traffic simulator
Yazar:: Hossain, Sk Md Sunny, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Four way effective traffic management system
Yazar:: Mehraj, Fahad Sharif, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Image classification using deep neural network for efficient identification of traffic sign
Yazar:: Saha, Sourajit
Baskı/Yayın Bilgisi: (2018)

Crowed source based traffic analysis using machine learning algorithm
Yazar:: Orthy, Marzia Khan, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Traﬃc congestion reduction in SUMO using reinforcement learning method
Yazar:: Mouly, Radia Rahman, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Crowd source based traffic analysis using machine learning algorithm
Yazar:: Orthy, Marzia Khan, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Developing a SIoT compatible novel traffic simulator to evaluate and execute complex SIoT based algorithms in typical road traffic scenarios
Yazar:: Gazi, Sami Muhammad, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

An intelligent road traffic management system
Yazar:: Alam, Tahmid Tanzi, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Night mode prohibitory traffic signs detection
Yazar:: Biswas, Rubel, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Application of image processing in traffic control system & license plate detection
Yazar:: Islam, Aminul, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Impact of background utilization and background traffic on the foreground applications in a wide area network
Yazar:: Uddin, Zia, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

An automated traffic signal management system
Yazar:: Chowdhury, Partha Narayan, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Travel time prediction using machine learning and weather impact on traffic conditions
Yazar:: Deb, Bilash, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Traffic density estimation and flow control for video surveillance system
Yazar:: Paul, Partho Sharothi
Baskı/Yayın Bilgisi: (2014)

Flow and transport in porous media : Summer school : Papers /
Baskı/Yayın Bilgisi: (1992)

Traffic congestions in Dhaka and socio-economic development in Bangladesh: some micro and macro-level connections
Yazar:: Ahmed, Ansar
Baskı/Yayın Bilgisi: (2017)

Detection and classification of speed limit traffic signs
Yazar:: Biswas, Rubel, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Dynamic image analysis for abnormal behavior detection
Yazar:: Ahmed, Md. Ashik, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Textbook of fluid dynamics /
Yazar:: Chorlton, Frank
Baskı/Yayın Bilgisi: (1967)

Physical fluid dynamics /
Yazar:: Tritton, D. J.
Baskı/Yayın Bilgisi: (1988)

An introduction to fluid dynamics /
Yazar:: Batchelor, G. K. (George Keith)
Baskı/Yayın Bilgisi: (1993)

LVQ and HOG based speed limit traffic signs detection and categorization
Yazar:: Biswas, Rubel, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Telecommunications switching, traffic and networks /
Yazar:: Flood, J. E. (John Edward), 1925-
Baskı/Yayın Bilgisi: (1999)

A modern technique to detect potholes by Computer Vision and Deep Learning
Yazar:: Saif, Muntasir Mahmud, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A comparative performance analysis of accident anticipation with deep learning extractors
Yazar:: Mostak, Alfi Mashab, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

An efficient deep learning approach to detect skin Cancer
Yazar:: Islam, Ashfaqul, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
Yazar:: Boateng, Albert, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Digitization of the entire traffic system and mitigation of the ongoing traffic crisis across cities of developing nations
Yazar:: Yasar, Mohammad Samin, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Real time traffic monitoring system using crowd sourced GPS data
Yazar:: Md. Al Amin, ve diğerleri
Baskı/Yayın Bilgisi: (2015)

A Physical Introduction to Suspension Dynamics
Yazar:: Élisabeth Guazzelli, Jeffrey F. Morris, Illustrated by Sylvie Pic
Baskı/Yayın Bilgisi: (2012)

Turbulence in Rotating, Stratified and Electrically Conducting Fluids
Yazar:: P. A. Davidson
Baskı/Yayın Bilgisi: (2013)

Turbulence, Coherent Structures, Dynamical Systems and Symmetry
Yazar:: Philip Holmes, John L. Lumley, Gahl Berkooz, Clarence W. Rowley
Baskı/Yayın Bilgisi: (2012)