A
PROFILE
UPM's Staff Profile
PROF. MADYA DR. FATIMAH BINTI KHALID
ASSOCIATE PROFESSOR
FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY
fatimahk@upm.edu.my
UPM WEBSITE
PROFILE
fatimahk
BM
EN

PROFESSIONAL

Fatimah Khalid, obtained the B. Sc. In Computer Science from University Technology Malaysia (UTM) in 1992. During 1993 to 1995, she works as a System Analyst at University Kebangsaan Malaysia (UKM) and continued her Master's Degree from UKM. After getting her Masters Degree in 1997, she started involved in teaching at Sal College until 1999 and continued at the University Putra Malaysia in June 1999. She received her PhD in System Science and Management from the University Kebangsaan Malaysia in 2008. Currently she is working in Faculty of Computer Science and Information Technology as a lecturer with Associate Professor.
NAME :
(Prof. Madya Dr.) FATIMAH BINTI KHALID
POST :
ASSOCIATE PROFESSOR
ENTITY :
Faculty of Computer Science and Information Technology

DOWNLOAD CURRICULUM VITAE (PDF)
FIELD OF SUPERVISION
COMPUTER VISION / MULTIMEDIA COMPUTING / SECURITY IN COMPUTING
EDUCATION
PHD
UNIVERSITI KEBANGSAAN MALAYSIA, BANGI, SELANGOR
Graduated : 2008
SARJANA TEKNOLOGI MAKLUMAT
UNIVERSITI KEBANGSAAN MALAYSIA, BANGI, SELANGOR
Graduated : 1998
SARJANAMUDA SAINS KOMPUTER
UNIVERSITI TEKNOLOGI MALAYSIA, SKUDAI, JOHOR
Graduated : 1993
DIPLOMA SAINS KOMPUTER
UNIVERSITI TEKNOLOGI MARA, SHAH ALAM, SELANGOR
Graduated : 1991
JOURNAL PUBLICATION
1. A Block-Based Multi-Scale Background Extraction Algorithm
    Journal type: Citation-Indexed - Scopus
2. Using Multi-Scale Filtering to Initialize a Background Extraction Model
    Journal type: Citation-Indexed - Scopus
3. Illumination Normalization using Eimad-housam Technique
    Journal type: Other Abstracting / Indexing Bodies
4. Multi View K-SVD Dictionary Learning for Plant Identification
    Journal type: Citation-Indexed - Scopus
5. BRISK Local Corner Keypoints based Hand Position Estimation for Hand Gesture Trajectory Tracking Method
    Journal type: Non Citation-Indexed
6. Six Anchor Points Detection by Direct Points Calculation
    Journal type: Non Citation-Indexed
7. 3D Face Recognition Using Multiple Features for Local Depth Information
    Journal type: Non Citation-Indexed
8. An Effective History-based Background Extraction System
    Journal type: Citation-Indexed - Scopus
9. Face Detection Based on Graph Structure and Neural Networks
    Journal type: Other Abstracting / Indexing Bodies
10. SHADOW DETECTION USING COLOR AND EDGE INFORMATION
    Journal type: Citation-Indexed - Scopus
11. Low Cost Skin Segmentation Scheme in Videos using Two Alternative Methods for Dynamic Hand Gesture Detection Method
    Journal type: Citation-Indexed - Scopus
12. Artificial Neural Network-Based Texture Classification Using Reduced Multidirectional Gabor Features
    Journal type: Citation-Indexed - Scopus
13. Fast marching method and modified features fusion in enhanced dynamic hand gesture segmentation and detection method under complicated background
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
14. Surface Defects Classification of Hot-Rolled Steel Strips Using Multi-directional Shearlet Features
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
15. Noncircular Iris Segmentation Based on Weighted Adaptive Hough Transform Using Smartphone Database
    Journal type: Citation-Indexed - Scopus
16. A Robust Geometric Skin Colour Face Detection Method under Unconstrained Environment of Smartphone Database
    Journal type: Citation-Indexed Journal - ERA
17. Binary conversion method based on illumination distribution model under unconstrained smartphone face database
    Journal type: Non Citation-Indexed
18. Face Recognition for Varying Illumination and Different Optical Zoom using a Combination of Binary and Geometric Features
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
19. An Improved Plant Identification System by Fuzzy c-means Bag of Visual Words Model and Sparse Coding
    Journal type: Citation-Indexed - Scopus
20. algorithm of local features fusion and modified covariance-matrix technique for hand motion position estimation and hand gesture trajectory tracking approach
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
21. Dual-modality learning and transformer-based approach for high-quality vector font generation
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
22. An end-to-end chinese font generation network with stroke semantics and deformable attention skip-connection
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
23. Unsupervised Font Generation Network Integrating Content and Style Representation
    Journal type: Citation-Indexed - Scopus
EDUCATIONAL BACKGROUND
2008
PhD (System Science and Management)
1998
Master of Information Technology
1993
Bachelor of Computer Science
WORKING EXPERIENCE
2016
Associate Professor (Fakulty of Computer Science, Tabuk Universiti, Tabuk, Saudi Arabia)
2012
Associate Professor (Fakulti Sains Komputer dan Teknologi Maklumat, UPM)
2009
Senior Lecturer (Fakulti Sains Komputer dan Teknologi Maklumat, UPM)
1999
Lecturer (Faculty of Computer Science and Information Technology, UPM)
1998
Lecturer (Sal College)
1996
System Analyst
SKILL
2021
Matlab
TEACHING
2012
Programming 1, Digital Image Processing
2011
Computer Vision
2010
Digital Image Compression, Introduction to Multimedia, Data Compression, Multimedia Technology
2009
Multimedia Application Development, Digital Publication, Java Programming
2008
Multimedia Programming
RESEARCH AREA
Image Processing, Computer Vision, Data Compression
RESEARCH PROJECT
2021
Synergy-Muscle Fatigue Model based Intelligent Control to Signify Realism of Character Animation
2021
Formulating Ground Normalized Difference Vegetation Index (G-NDV) for detecting stressed crops using sub-pixel regional registration and sub-pixel temporal analysis
2020
Face recognition for unconstrained environment of smartphone face dataset
2012
Adaptive Continuous Background Extraction in Sudden and Gradual Changes using Initialized Cascading Model (RUGS - RM15,00)
2012
Shadow Detection using Colour and Edge Information for Colourless and Edgeless Images (RUGS - RM15,000)
2011
Expression Invariant Face Recognition using Multistage 3D Face Fitting with 3D Morphable Face Model (FRGS - RM40,000)
2010
Improve the Robustness of a 3D Face Recognition by Archiving a Variability Degree Database (RUGS - RM30,000)
PUBLICATION
2025
EFFICIENT DEEP LEARNING WITH COMPRESSED MUZZLE PRINTS FOR SCALABLE BUFFALO IDENTIFICATION
2025
Unsupervised Font Generation Network Integrating Content and Style Representation
2025
Leveraging visual data for accurate body weight prediction in Surti goat
2025
Few-Shot Font Generation via Denoising Diffusion and Component-Level Fine-Grained Style
2024
Individual Buffalo Identification Through Muzzle Dermatoglyphics Images using Deep Learning Approaches
2024
Optimizing Dual Training Approaches for Goat Face Recognition
2024
Unsupervised Font Generation Network Integrating Content and Style Representation
2023
Dual-modality learning and transformer-based approach for high-quality vector font generation
2023
Herbs Plant Image Classification using Transfer Learning and Fine-Tuning Deep Learning Models
2023
An end-to-end chinese font generation network with stroke semantics and deformable attention skip-connection
2020
algorithm of local features fusion and modified covariance-matrix technique for hand motion position estimation and hand gesture trajectory tracking approach
2020
An Improved Plant Identification System by Fuzzy c-means Bag of Visual Words Model and Sparse Coding
2020
Face Recognition for Varying Illumination and Different Optical Zoom using a Combination of Binary and Geometric Features
2019
A Robust Geometric Skin Colour Face Detection Method under Unconstrained Environment of Smartphone Database
2019
Surface Defects Classification of Hot-Rolled Steel Strips Using Multi-directional Shearlet Features
2018
Noncircular Iris Segmentation Based on Weighted Adaptive Hough Transform Using Smartphone Database
2018
Fast marching method and modified features fusion in enhanced dynamic hand gesture segmentation and detection method under complicated background
2017
Low Cost Skin Segmentation Scheme in Videos using Two Alternative Methods for Dynamic Hand Gesture Detection Method
2015
Multi View K-SVD Dictionary Learning for Plant Identification
2015
A texture descriptor: BackGround Local Binary Pattern (BGLBP)
2014
Artificial Neural Network-Based Texture Classification Using Reduced Multidirectional Gabor Features
2013
SHADOW DETECTION USING COLOR AND EDGE INFORMATION
2012
An Effective History-based Background Extraction System
2012
Face Detection Based on Graph Structure and Neural Networks
2012
Using Multi-Scale Filtering to Initialize a Background Extraction Model
2012
Illumination Normalization using Eimad-housam Technique
2010
A Block-Based Multi-Scale Background Extraction Algorithm