A
PROFILE
UPM's Staff Profile
YBHG. PROFESOR DR. SITI KHAIRUNNIZA BINTI BEJO
DIRECTOR
INSTITUTE OF PLANTATION STUDIES (IKP)
skbejo@upm.edu.my
UPM WEBSITE
PROFILE
skbejo
BM
EN

PROFESSIONAL

NAME :
(Ybhg. Profesor Dr.) SITI KHAIRUNNIZA BINTI BEJO
MANAGERIAL POSITION :
DIRECTOR
ENTITY :
INSTITUTE OF PLANTATION STUDIES (IKP)

PERMANENT POST :
PROFESSOR
ENTITY :
FACULTY OF ENGINEERING

FIELD OF SUPERVISION
AGRICULTURAL MECHANISATION AND AUTOMATION / AGRICULTURAL TECHNOLOGY / GEOGRAPHIC INFORMATION SYSTEM / PLANTATION TECHNOLOGY / REMOTE SENSING / COMPUTER VISION


PUBLICATION
2025
Hyperspectral Image Classification based on a Locally Enhanced Transformer Network
2024
Effect of datasets size on the machine learning performance of the bagworm, Metisa plana (Walker) infestation using UAV Remote Sensing
2024
Automatic counting of Paulownia trees using UAV images and template matching technique
2024
Automatic Paddy Planthopper Detection and Counting Using Faster R-CNN
2023
Automatic Classification of Bagworm, Metisa plana (Walker) Instar Stages Using a Transfer Learning-Based Framework
2023
Deep CNN-Based Planthopper Classification Using a High-Density Image Dataset
2023
Detection of Bagworm Infestation Area in Oil Palm Plantation based on UAV Remote Sensing using Machine Learning Approach
2023
Detection of Basal Stem Rot Disease Using Deep Learning
2022
Weedy Rice Classification Using Image Processing and a Machine Learning Approach
2022
Automated rubber seed ventral surface identification using hue, saturation, value (HSV) image processing and a decision rule approach
2022
Towards a real-time oil palm fruit maturity system using supervised classifiers based on feature analysis
2022
Automatic Disease Detection of Basal Stem Rot using Deep Learning and Hyperspectral Imaging
2022
Identification of Bagworm (Metisa plana) Instar Stages using Hyperspectral Imaging and Machine Learning Techniques
2021
Differences Between Healthy and Ganoderma boninense Infected Oil Palm Seedlings Using Spectral Reflectance of Young Leaf Data
2021
Detecting BSR-infected Oil Palm Seedlings using Thermal Imaging Technique
2021
Temporal Changes Analysis of Soil Properties Associated with Ganoderma boninense Pat. Infection in Oil Palm Seedlings in a Controlled Environment
2021
Non-destructive detection of asymptomatic Ganoderma boninense infection of oil palm seedlings using NIR-hyperspectral data and support vector machine
2021
Identification of a Suitable Machine Learning Model for Detection of Asymptomatic Ganoderma boninense Infection in Oil Palm Seedlings Using Hyperspectral Data
2021
Biomass and Yield Estimation of MR219 and MR220 of Paddy Varieties using Terrestrial Laser Scanning Data
2021
Relationship of Oil Palm Crown Features Extracted Using Terrestrial Laser Scanning for Basal Stem Rot Disease Classification
2020
Classification of Basal Stem Rot Disease in Oil Palm Plantations Using Terrestrial Laser Scanning Data and Machine Learning
2020
Early detection of Ganoderma boninense in oil palm 3 seedlings using support vector machines
2020
Application of Ground-Based LiDAR for Analysing oil palm canopy properties on the occurrence of Basal Stem Rot (BSR) Disease
2020
Development of a machine vision system for rice seed inspection system
2019
Analysis of Changes in Oil Palm Canopy Architecture From Basal Stem Rot Using Terrestrial Laser Scanner
2019
Effects of Basal Stem Rot on Oil Palm Interfrond Angles for Different Severity Levels
2019
Evaluations of Soil Resistivity in Relation to Basal Stem Rot Incidences Using Soil Moisture Sensor
2019
Analysis of Changes in Oil Palm Canopy Architecture From Basal Stem Rot Using Terrestrial Laser Scanner
2018
Geospatial technologies for detection and monitoring of Ganoderma basal stem rot infection in oil palm plantations: a review on sensors and techniques
2018
Wireless Sensor Network (WSN) Applications in Plantation Canopy Areas: A Review
2017
Wireless Sensor Network (WSN) Applications in Plantation Canopy Areas: A Review
2017
IDENTIFICATION OF DORSAL AND VENTRAL SURFACE OF RUBBER SEED USING IMAGE PROCESSING AND MACHINE LEARNING APPROACH
2016
A STUDY OF WIRELESS SENSOR NETWORK IN CANOPY AREA FOR PLANTATION APPLICATION
2016
Identification of Dorsal and Ventral Surface of Rubber Seeds using Image Processing Approach
2016
PRELIMINARY STUDY ON THE USE OF THERMAL IMAGING FOR BASAL STEM ROT (BSR) DETECTION
2016
Basal Stem Rot (BSR) Detection Using Textural Analysis of Unmanned Aerial Vehicle (UAV) Image
2016
Relationship between Soil Moisture Content in Paddy Field and Its Image Texture
2016
Paddy Grading Using Thermal Imaging Technology
2016
Geospatial technologies for detection and monitoring of Ganoderma basal stem rot infection in oil palm plantations: a review on sensors and techniques
2016
Identification of Dorsal and Ventral Surface of Rubber Seed using Image Processing and Machine Learning Approach
2016
RICE PLANT GROWTH MONITORING AND YIELD ESTIMATION USING TERRESTRIAL LASER SCANNER AND CHLOROPHYLL METER
2015
Identification of Healthy and BSR-Infected Oil Palm Trees Using Color Indices
2014
A REVIEW ON APPLIED REMOTELY SENSED TECHNIQUES TO DETECT BASAL STEM ROT ON OIL PALM PLANTATION
2014
Determination of Physical Rice Composition Using Image Processing Technique
2014
An Approach to Estimate Moisture Content of Paddy Rice via Thermal Imaging
2014
A New Mathematical Drying Model for Paddy Rice via Thermal Imaging
2014
Mature and Immature Paddy Identification using Image Processing Technique
2014
Estimating Maturity of Paddy Using RGB Colour Space
2014
Determination of Chokanan Mango Sweetness (Mangifera indica) Using Non-destructive Image Processing Technique
2013
Preliminary Study on Detection of Fungal Infection in Stored Paddy Using Thermal Image
2013
Image Processing Techniques for Landslide Detection and Identification: A Survey
2013
Thermal Image Rationing for Paddy Moisture Content Determination
2013
An Approach to Estimate Moisture Content of Paddy Rice via Thermal Imaging
2013
The Application of Data Envelopment Analysis to Fuzzy Queuing Models
2013
Non-destructive chokanan mango (Mangifera indica) sweetness determination using image processing technique
2012
Non-destructive Chokanan Mango Sweetness Determination Using Image Processing Technique
2012
Colour Extraction of Agarwood Images for Fuzzy C-Means Classification
2012
Determination of Physical Rice Composition Using Image Processing Technique
2011
Change Detection Studies in Matang Mangrove Forest Area, Perak
2011
Local Similarity Measures for Mangrove Forest Monitoring
2011
Color Machine Vision for Chokanan Mango Sweetness Determination
2011
Outcome-Based Education (OBE) at the Department of Biological and Agricultural Engineering
2010
Elastic Image Registration for Landslides Monitoring
2010
Image Processing for Automatic Grading of Mango
2010
Local Similarity Measure for Forest Monitoring
2010
Local Similarity Measure for Landslide Detection and Identification in Comparison with the Image Differencing Method
2009
Local similarity measure for landslide detection and identification in comparison with the image differencing method
2009
An elastic image registration and conditional statement approach for monitoring landslides