A hybrid approach to determine patients critical situation using expression & posture with convolutional neural network & Blazepose algorithm

A hybrid approach to determine patients critical situation using expression & posture with convolutional neural network & Blazepose algorithm

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

Manylion Llyfryddiaeth
Prif Awduron:	Islam, Abrar, Acanto, Orbin Ahmed, Drishty, Mehzabin Islam, Zaman, Samonty, Ahmed, Jaber
Awduron Eraill:	Rhaman, Md. Khalilur
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	CNN BlazePose GHUM 3D Facial expression Posture sequence detection Critical situation detection Neural networks (Computer science) Computer algorithms
Mynediad Ar-lein:	http://hdl.handle.net/10361/23650

Eitemau Tebyg

Comparative analysis between Inception-v3 and other learning systems using facial expressions detection
gan: Nivrito, AKM, et al.
Cyhoeddwyd: (2016)

Execution of coordinate based classifier system to predict specific criminal behavior using regional multi person pose estimator
gan: Zaman, Md. Farhan, et al.
Cyhoeddwyd: (2022)

MEDNET – an approach to facial micro-emotion recognition using pixel binning and local Binary pattern - convolutional neural network
gan: Araf, Tashreef Abdullah
Cyhoeddwyd: (2024)

Study on human emotion based on facial expressions through human machine communication
gan: Murshed, Tahmin Aysha, et al.
Cyhoeddwyd: (2021)

Facial expression recognition: convolutional attentional masking network and ensemble approach
gan: Kowsar, Ibna, et al.
Cyhoeddwyd: (2021)

Eve-teasing detection from video footage using computer vision and artificial intelligence
gan: Rapheo, Abdullah, et al.
Cyhoeddwyd: (2023)

Yoga posture recognition using the deep learning process
gan: Islam, Abidul, et al.
Cyhoeddwyd: (2023)

An efficient facial expression recognition method using mean And standard deviation
gan: Laboni, Pragna, et al.
Cyhoeddwyd: (2017)

Use of gestures and facial expression in language acquisition
gan: Fyrooz Binte Mohsin
Cyhoeddwyd: (2016)

Human activity recognition and authentication system
gan: ALam, Md. Zubaer
Cyhoeddwyd: (2024)

Performance analysis of different machine learning approaches for single modal facial expression detection
gan: Zinia, Surovi, et al.
Cyhoeddwyd: (2018)

Obscure face recognition using deep neural networks
gan: Akash, MD Shahadat Hossain, et al.
Cyhoeddwyd: (2023)

Embedded real time blink detection system with heart rate sensing for driver fatigue monitoring
gan: Habiba, Umme Saira, et al.
Cyhoeddwyd: (2018)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
gan: Mashraf, Chowdhury Zerif, et al.
Cyhoeddwyd: (2021)

Automated intruder detection from image sequences using minimum volume sets
gan: Ahmed, Tarem, et al.
Cyhoeddwyd: (2016)

A review on cardiovascular development and epigenetics
gan: Srity, Nafisa Alam
Cyhoeddwyd: (2024)

Smoke detection using deep Convolutional neural network
gan: Niloy, Wahidul Hasan, et al.
Cyhoeddwyd: (2021)

Plant disease detection using convolutional neural network
gan: Hossain, Mohammad Shifat, et al.
Cyhoeddwyd: (2021)

Fault detection in waste water treatment plant using statistical analysis & machine learning
gan: Haque, Md. Ezazul, et al.
Cyhoeddwyd: (2019)

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

An efficient approach of face detection and recognition from digital images for modern security and office hour attendance system
gan: Anik, Md. Kamrul Islam
Cyhoeddwyd: (2016)

A convolutional neural network based model with improved activation function and optimizer for effective intrusion detection and classification
gan: Kabir, Solaiman, et al.
Cyhoeddwyd: (2021)

Detection of skin cancer using Convolutional neural network
gan: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Cyhoeddwyd: (2020)

End to end Bangla handwritten and scene text detection using convolutional neural network
gan: Mahal, Somania Nur, et al.
Cyhoeddwyd: (2018)

Clustering and detection of good and bad rail line anchors from images
gan: Islam, Samiul, et al.
Cyhoeddwyd: (2017)

Development of intelligent home security system
gan: Islam, Sayedul, et al.
Cyhoeddwyd: (2017)

Smoke detection using image processing
gan: Sarker, Md. Kamrujjaman
Cyhoeddwyd: (2018)

Design of Arduino based home automation systems incorporating identity detection
gan: Islam, Md. Wasif, et al.
Cyhoeddwyd: (2018)

Real time action recognition from video footage
gan: Apon, Tasnim Sakib, et al.
Cyhoeddwyd: (2021)

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

The health situation of adolescents: a literature review
gan: Ali, Ahmed, et al.
Cyhoeddwyd: (2019)

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

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

Gait & Posture

Gait & Posture

Isolation of amylase producing bacteria from soil and identification by 16S rRNA gene sequencing and characterization of amylase
gan: Islam, Tasnia
Cyhoeddwyd: (2017)

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

Anomaly detection In IoT using machine learning algorithms
gan: Arko, Aritro Roy, et al.
Cyhoeddwyd: (2019)

Fire and disaster detection with multimodal quadcopter By machine learning
gan: Afrin, Anika, et al.
Cyhoeddwyd: (2023)

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