An efficient traffic management system to detect lane rule violation using Real-time Object Detection

An efficient traffic management system to detect lane rule violation using Real-time Object Detection

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Arnob, Faed Ahmed, Fuad, Md. Azmol, Nizam, Abu Tahir, Siam, Arifin Tanjim
Awduron Eraill:	Islam, Md. Motaharul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Automatic License Plate Recognition (ALPR) Hough Line Transform YOLO Object Detection Fog Computing Optical Character Recognition (OCR) Computer Vision Data Traffic Management System (Computer system)
Mynediad Ar-lein:	http://hdl.handle.net/10361/14986

Eitemau Tebyg

License plate recognition
gan: Chowdhury, Mohammed Abrar Ahasan, et al.
Cyhoeddwyd: (2023)

Bangla license plate recognition using convolutional neural networks (CNN)
gan: Rahman, M M Shaifur
Cyhoeddwyd: (2018)

Recognising license plate from image data using deep learning
gan: Golder, Rupam, et al.
Cyhoeddwyd: (2023)

Application of image processing in traffic control system & license plate detection
gan: Islam, Aminul, et al.
Cyhoeddwyd: (2017)

Night mode prohibitory traffic signs detection
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)

Detection and classification of speed limit traffic signs
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)

Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather
gan: Nasim, Hamim Ibne, et al.
Cyhoeddwyd: (2024)

LVQ and HOG based speed limit traffic signs detection and categorization
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)

Bangla character recognition for Android devices
gan: Manzur, Shahrin, et al.
Cyhoeddwyd: (2016)

Application of augmented reality: Mobile camera based bangla text detection and translation
gan: S.Mahbub-Uz-Zaman, et al.
Cyhoeddwyd: (2013)

A new pattern recognition method for abnormal event detection in crowded scenarios
gan: Mostafa, Tahjid Ashfaque
Cyhoeddwyd: (2017)

Traffic sign recognition using deep learning
gan: Amir, Afia Binte, et al.
Cyhoeddwyd: (2020)

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
gan: Rukaiya, Maymuna, et al.
Cyhoeddwyd: (2023)

Segmentation free Bangla OCR using HMM: Training and recognition
gan: Hasnat, Md. Abul, et al.
Cyhoeddwyd: (2010)

A viseme recognition system using lip curvature and neural networks to detect Bangla vowels
gan: Akhter, Nahid
Cyhoeddwyd: (2017)

Implementation of an Optical Character Recognizer (OCR) for Bengali language
gan: Chowdhury, Muhammed Tawfiq, et al.
Cyhoeddwyd: (2015)

Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
gan: Hossain, Arafat, et al.
Cyhoeddwyd: (2023)

Speed limit traffic sign recognition in night mode based on deformable spatial pyramid
gan: Pinku, Subroto Nag
Cyhoeddwyd: (2016)

A twin prediction method using facial recognition feature
gan: Nafees, Masnoon, et al.
Cyhoeddwyd: (2017)

Smart surveillance system for identifying bikers without helmets using deep learning
gan: Hossain, MD. Iqbal, et al.
Cyhoeddwyd: (2020)

Traffic congestion detection and optimizing traffic flow using object detection, optical flow and fluid dynamics
gan: Hossain, Md. Shahriyar, et al.
Cyhoeddwyd: (2022)

Face recognition based home security system
gan: Sakib, Sadman, et al.
Cyhoeddwyd: (2021)

A deep learning application for real-time debris detection: underwater environment
gan: Sinthia, Afsana Kabir
Cyhoeddwyd: (2024)

Emotion detection from frontal facial image
gan: Hussain, Sakib
Cyhoeddwyd: (2014)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
gan: Bhuiyan, Md Raihanul Islam, et al.
Cyhoeddwyd: (2024)

Facial recognition using dynamic image processing
gan: Haque, Md. Asiful, et al.
Cyhoeddwyd: (2017)

Bengali isolated speech recognition : a comparative analysis of the effects of data augmentation on HMM and DNN based acoustic models
gan: Rashid, Warida, et al.
Cyhoeddwyd: (2018)

Audio recognition using feed forward neural network optimized by principle component analysis
gan: Momo, Nusrat Suzana, et al.
Cyhoeddwyd: (2017)

Visual speech recognition using artificial neural networking
gan: Sharmili, Nowshin, et al.
Cyhoeddwyd: (2018)

Minimally segmenting performance Bangla optical character recognition using Kohonen network
gan: Shatil, Adnan Mohammad Shoeb, et al.
Cyhoeddwyd: (2010)

Image recognition by deep learning
gan: Mohiuddin, Karishma, et al.
Cyhoeddwyd: (2018)

Intelligent Character Recognition system for visually impaired people
gan: Alam, Md. Sabbir, et al.
Cyhoeddwyd: (2018)

ঢাকা উত্তর সিটি কর্পোরেশন কর্তৃক ট্রেড লাইসেন্স ইস্যু ও নবায়ন
gan: ঢাকা উত্তর সিটি কর্পোরেশন
Cyhoeddwyd: (2023)

Automatic attendance system using facial recognition
gan: Sikdar, Tushar, et al.
Cyhoeddwyd: (2022)

KDANet: optical recognition for Bangla language using deep neural networks
gan: Rabbi, Kazi Kamruzzaman, et al.
Cyhoeddwyd: (2023)

Novel approach to detect hate speech and profanity on online platforms
gan: Pritha, Barha Meherun, et al.
Cyhoeddwyd: (2022)

Facial recognition using empirical mode decomposition, Multi-linear principal component analysis and post-processing using expectation maximization algorithm
gan: Chowdhury, Mabrur Mujib
Cyhoeddwyd: (2014)

To prepare an initial framework of Employee Recognition Program for Siam City Cement (Bangladesh) Limited.
gan: Adneen, Maria
Cyhoeddwyd: (2022)

Statistical methods for speech recognition /
gan: Jelinek, Frederick, 1932-
Cyhoeddwyd: (1997)

Statistical methods for speech recognition /
gan: Jelinek, Frederick, 1932-
Cyhoeddwyd: (1997)