A
PROFILE
Laman Web Staf UPM
DR. MARSYITA BINTI HANAFI
PENSYARAH KANAN
FAKULTI KEJURUTERAAN
marsyita@upm.edu.my
Laman Web UPM
PROFILE
marsyita
BM
EN

PROFESIONAL

NAMA :
(Dr.) MARSYITA BINTI HANAFI
JAWATAN :
PENSYARAH KANAN
PTJ :
FAKULTI KEJURUTERAAN

BIDANG PENYELIAAN
AGRICULTURAL MECHANISATION AND AUTOMATION / BIOMEDICAL ENGINEERING / COMPUTER AND EMBEDDED SYSTEMS ENGINEERING / SIGNAL PROCESSING
PENDIDIKAN
PHD
IMPERIAL COLLEGE
Graduated : 2012
MASTER SAINS
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2006
SARJANA MUDA KEJURUTERAAN (TELEKOMUNIKASI)
UNIVERSITI MALAYA, KUALA LUMPUR
Graduated : 2000
PENERBITAN JOURNAL
1. Boosted Features for Face Authentication
    Journal type: Citation-Indexed - Scopus
2. MOBILE WEB APPLICATION FOR REAL TIME MONITORING IN URBAN FARMING FOR PERENNIAL HERB
    Journal type: Non Citation-Indexed
3. Machine Learning in Medicinal Plants Recognition : A Review
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
4. Optimizing Irrigation for Boosting Gynura Procumbens Growth in Malaysia Urban Area
    Journal type: Citation-Indexed - Scopus
5. Fuzzy-based Nutrient System for Chili Cultivation in Urban Area
    Journal type: Citation-Indexed - Scopus
6. Efficacy of Deep Learning Algorithm in Classifying Chilli Plant Growth Stages
    Journal type: MYCITE
PENERBITAN
2025
STATE-OF-THE-ART CNN MODELS FOR PLANT DISEASE CLASSIFICATION: A COMPARATIVE STUDY
2025
Plant Leaf Disease Detection and Classification Using Convolutional Neural Networks Model: A Review
2024
Classification of C. annuum and C. frutescens Ripening Stages: How Well Does Deep Learning Perform?
2024
A Picture of Ripeness: Investigating Image-Based Techniques For Oil Palm Fruit Grading
2022
The effect of smart fertigation systems on chilli grown in a greenhouse for urban farming
2022
Optimizing Irrigation for Boosting Gynura Procumbens Growth in Malaysia Urban Area
2022
Fuzzy-based Nutrient System for Chili Cultivation in Urban Area
2021
MYLPHerb-1: A Dataset of Malaysian Local Perennial Herbs for the Study of Plant Images Classification under Uncontrolled Environment
2020
Machine Learning in Medicinal Plants Recognition : A Review
2019
A database for Asian local perennial herbs leaf images in natural environment.
2019
Development of a Large Variability Asian Local Perennial Herbs (LVALPH) Database
2017
Urban Road Markings Detection in Bird’s Eye View Images
2016
Multimodal Medical Image Fusion as a Novel Approach for Aortic Annulus Sizing
2014
Boosted Features for Face Authentication