Tiny-ML based person identification in dynamic motion

Tiny-ML based person identification in dynamic motion

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Manylion Llyfryddiaeth
Prif Awduron:	Ahmed, Mirza Raiyan, Nokib, Shahed Pervez, Nafee, Shadman Ahmad, Khondaker, Jannatus Sakira
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	TinyML Tiny machine learning Object detection Dynamic motion Person identification Image analysis Pattern recognition. Signal processing > Digital techniques. Microcontrollers. Motion perception (Vision). Computer vision.
Mynediad Ar-lein:	http://hdl.handle.net/10361/24359

Eitemau Tebyg

Edge-optimized machine learning models for real-time personalized health monitoring on wearables
gan: Rafee, Athar Noor Mohammad, et al.
Cyhoeddwyd: (2024)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
gan: Ahmed, Hasibul Hasan, et al.
Cyhoeddwyd: (2024)

Interpreting motion
gan: Mani, Inderjeet

Learning OpenCV /
gan: Bradski,Gary R.
Cyhoeddwyd: (2008)

Machine vision /
gan: Snyder, Wesley E.
Cyhoeddwyd: (2004)

An analysis of vision care supplier : the case of Alpha Vision Limited
gan: Ferdaus, Akib
Cyhoeddwyd: (2022)

Computer vision : a modern approach /
gan: Forsyth, David
Cyhoeddwyd: (2003)

Motion encoding in language and space

On the move /

Argentine cinema and national identity (1966-1976) /
gan: Rocha, Carolina

Science : motion, work, and machines /

OpenCV 2 computer vision application programming cookbook : over 50 recipes to master this library of programming functions for real-time computer vision /
gan: Laganière,R
Cyhoeddwyd: (2011)

Image processing, analysis, and machine vision /
gan: Sonka, Milan
Cyhoeddwyd: (2008)

Computer vision : a modern approach /
gan: Forsyth, David A.
Cyhoeddwyd: (2012)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
gan: Aishi, Tanusree Das, et al.
Cyhoeddwyd: (2024)

Seduced by the familiar
gan: Raghavendra, M. K.

Embodied visions
gan: Grodal, Torben Kragh

The imperial trace
gan: Condee, Nancy

How to read a film : the world of movies, media, and multimedia : language, history, theory /
gan: Monaco, James
Cyhoeddwyd: (2000)

Visual and other pleasures /
gan: Mulvey, Laura
Cyhoeddwyd: (2009)

Hyperbolic dynamics and Brownian motion
gan: Franchi, Jacques

Cognitive load detection of vision impaired in the inward places using Bio-signal
gan: Kabir, Raiyan, et al.
Cyhoeddwyd: (2020)

When the moon waxes red : representation, gender, and cultural politics /
gan: Trinh, T. Minh-Ha (Thi Minh-Ha), 1952-
Cyhoeddwyd: (1991)

Real time heart rate estimation from severely corrupted PPG signal by motion artifact
gan: Imtiaz, Mohammad Masuk, et al.
Cyhoeddwyd: (2017)

Travels of Bollywood cinema

Simple Brownian diffusion
gan: Gillespie, Daniel T.

The secret politics of our desires : innocence, culpability, and Indian popular cinema /
Cyhoeddwyd: (1998)

Overall activities and customer satisfaction level of vision Capital Management Limited
gan: Chowdhury, Agah Shoeb Aminn
Cyhoeddwyd: (2017)

An efficient way to convert 1D signal to 2D digital image using energy values
gan: Azad, Muntasir, et al.
Cyhoeddwyd: (2018)

Freud's drive : psychoanalysis, literature and film /
gan: De Lauretis, Teresa
Cyhoeddwyd: (2008)

Virtual reality simulation for motion sickness
gan: Hossain, Maruf
Cyhoeddwyd: (2020)

Impact of reward system on employee satisfaction of Vision Tex Co.
gan: Rafia, Sawline Sabnam
Cyhoeddwyd: (2018)

Automatic detection of defective rail anchors
gan: Khan, Rubayat Ahmed, et al.
Cyhoeddwyd: (2017)

Deposits analysis of Mercantile Bank Limited
gan: Alam, Sarah
Cyhoeddwyd: (2016)

Handbook of mathematical models in computer vision /
Cyhoeddwyd: (2006)

Multiple view geometry in computer vision /
gan: Hartley, Richard
Cyhoeddwyd: (2003)

Cinema and community /
gan: McKiernan, D. W., 1945-
Cyhoeddwyd: (2008)

Good bye Lenin!
gan: Tiersen, Yann
Cyhoeddwyd: (2004)

Film studies /
gan: Buckland, Warren
Cyhoeddwyd: (2003)

Bipolar identity
gan: Raghavendra, M. K.