M. Arfan Jaffar

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 18

Top Topics

Ensemble Classification

Image Retrieval

Nodule Detection

Support Vector Machine

Top Venues

Multim. Tools Appl.

Appl. Soft Comput.

Int. J. Knowl. Soc. Res.

Publications

Muhammad Rehan Ashraf, Muzammal Hussain, M. Arfan Jaffar, Waheed Yousuf Ramay, Muhammad Faheem
Revolutionizing Urdu Sentiment Analysis: Harnessing the Power of XLM-R and GPT-2. IEEE Access 12 (2024)
Hafiz Muhammad Tayyab Khushi, Tehreem Masood, M. Arfan Jaffar, Sheeraz Akram, Sohail Masood Bhatti
Performance analysis of state-of-the-art CNN architectures for brain tumour detection. Int. J. Imaging Syst. Technol. 34 (1) (2024)
Muhammad Rehan Ashraf, Yasmeen Jana, Qasim Umer, M. Arfan Jaffar, Sungwook Chung, Waheed Yousuf Ramay
BERT-Based Sentiment Analysis for Low-Resourced Languages: A Case Study of Urdu Language. IEEE Access 11 (2023)
Iftikhar Naseer, Sheeraz Akram, Tehreem Masood, Muhammad Rashid, M. Arfan Jaffar
Lung Cancer Classification Using Modified U-Net Based Lobe Segmentation and Nodule Detection. IEEE Access 11 (2023)
Hafiz Muhammad Tayyab Khushi, Tehreem Masood, M. Arfan Jaffar, Muhammad Rashid, Sheeraz Akram
Improved Multiclass Brain Tumor Detection via Customized Pretrained EfficientNetB7 Model. IEEE Access 11 (2023)
Fawad Nasim, Sohail Masood Bhatti, M. Arfan Jaffar, Usman Ahmad, Muhammad Rashid
Intelligent Sound-Based Early Fault Detection System for Vehicles. Comput. Syst. Sci. Eng. 46 (3) (2023)
H. M. Shahzad, Sohail Masood Bhatti, M. Arfan Jaffar, Muhammad Rashid, Sheeraz Akram
Multi-Modal CNN Features Fusion for Emotion Recognition: A Modified Xception Model. IEEE Access 11 (2023)
Jawad Ahmad, Sheeraz Akram, M. Arfan Jaffar, Muhammad Rashid, Sohail Masood Bhatti
Breast Cancer Detection Using Deep Learning: An Investigation Using the DDSM Dataset and a Customized AlexNet and Support Vector Machine. IEEE Access 11 (2023)
Iftikhar Naseer, Sheeraz Akram, Tehreem Masood, M. Arfan Jaffar, Muhammad Adnan Khan, Amir Mosavi
Performance Analysis of State-of-the-Art CNN Architectures for LUNA16. Sensors 22 (12) (2022)
Syed Muhammad Naqi, Muhammad Sharif, M. Arfan Jaffar
Lung nodule detection and classification based on geometric fit in parametric form and deep learning. Neural Comput. Appl. 32 (9) (2020)
Ghazanfar Latif, Achyut Shankar, Jaafar M. Alghazo, V. Kalyanasundaram, C. S. Boopathi, M. Arfan Jaffar
I-CARES: advancing health diagnosis and medication through IoT. Wirel. Networks 26 (4) (2020)
M. Arfan Jaffar, M. Sultan Zia, Majid Hussain, Abdul Basit Siddiqui, Sheeraz Akram, Uzma Jamil
An ensemble shape gradient features descriptor based nodule detection paradigm: a novel model to augment complex diagnostic decisions assistance. Multim. Tools Appl. 79 (13-14) (2020)
Qaisar Abbas, Mostafa E. A. Ibrahim, M. Arfan Jaffar
A comprehensive review of recent advances on deep vision systems. Artif. Intell. Rev. 52 (1) (2019)
Qaisar Abbas, Mostafa E. A. Ibrahim, M. Arfan Jaffar
Video scene analysis: an overview and challenges on deep learning algorithms. Multim. Tools Appl. 77 (16) (2018)
Sultan Zia, Majid Hussain, M. Arfan Jaffar
Incremental Learning-Based Facial Expression Classification System Using a Novel Multinomial Classifier. Int. J. Pattern Recognit. Artif. Intell. 32 (4) (2018)
M. Arfan Jaffar, Abdul Basit Siddiqui, Mubashar Mushtaq
Ensemble classification of pulmonary nodules using gradient intensity feature descriptor and differential evolution. Clust. Comput. 21 (1) (2018)
M. Sultan Zia, Majid Hussain, M. Arfan Jaffar
A novel spontaneous facial expression recognition using dynamically weighted majority voting based ensemble classifier. Multim. Tools Appl. 77 (19) (2018)
M. Arfan Jaffar
A dynamic fuzzy genetic algorithm for natural image segmentation using adaptive mean shift. J. Exp. Theor. Artif. Intell. 29 (1) (2017)
Aun Irtaza, M. Arfan Jaffar
Categorical image retrieval through genetically optimized support vector machines (GOSVM) and hybrid texture features. Signal Image Video Process. 9 (7) (2015)
Sultan Zia, M. Arfan Jaffar
An adaptive training based on classification system for patterns in facial expressions using SURF descriptor templates. Multim. Tools Appl. 74 (11) (2015)
Aun Irtaza, M. Arfan Jaffar, Mannan Saeed Muhammad
Content based image retrieval in a web 3.0 environment. Multim. Tools Appl. 74 (14) (2015)
M. Arfan Jaffar
Brain Tumor Segmentation and Classification using Intelligent Hybrid Morphology and Diffusion. Int. J. Knowl. Soc. Res. 6 (4) (2015)
Ebtihal Abdullah Al-Mansour, M. Arfan Jaffar
A Study on Automatic Segmentation and Classification of Skin Lesions in Dermoscopic Images. Int. J. Knowl. Soc. Res. 6 (4) (2015)
Ahmad Khan, M. Arfan Jaffar, Ling Shao
A modified adaptive differential evolution algorithm for color image segmentation. Knowl. Inf. Syst. 43 (3) (2015)
M. Arfan Jaffar, Eisa Aleisa
Classification of Lungs Nodule using Hybrid Features from CT Scan Images. ICSEng (2014)
Qurat-ul Ain, M. Arfan Jaffar, Tae-Sun Choi
Fuzzy anisotropic diffusion based segmentation and texture based ensemble classification of brain tumor. Appl. Soft Comput. 21 (2014)
Sultan Zia, M. Arfan Jaffar, Anwar M. Mirza, Tae-Sun Choi
Rician noise removal from MR images using novel adapted selective non-local means filter. Multim. Tools Appl. 72 (1) (2014)
Tayyaba Azim, M. Arfan Jaffar, Anwar M. Mirza
Fully automated real time fatigue detection of drivers through Fuzzy Expert Systems. Appl. Soft Comput. 18 (2014)
Aun Irtaza, M. Arfan Jaffar, Muhammad Tariq Mahmood
Semantic Image Retrieval in a Grid Computing Environment Using Support Vector Machines. Comput. J. 57 (2) (2014)
Aun Irtaza, M. Arfan Jaffar, Eisa Aleisa, Tae-Sun Choi
Embedding neural networks for semantic association in content based image retrieval. Multim. Tools Appl. 72 (2) (2014)
Sohail Masood Bhatti, Ismael Soto, Ayyaz Hussain, M. Arfan Jaffar
Statistical Features Based Noise Type Identification. MICAI (2) (2014)
Ahmad Khan, Javid Ullah, M. Arfan Jaffar, Tae-Sun Choi
Color image segmentation: a novel spatial fuzzy genetic algorithm. Signal Image Video Process. 8 (7) (2014)
Sohail Masood Bhatti, Ayyaz Hussain, M. Arfan Jaffar, Tae-Sun Choi
Color differences based fuzzy filter for extremely corrupted color images. Appl. Soft Comput. 21 (2014)
Aun Irtaza, M. Arfan Jaffar, Eisa Aleisa
Correlated Networks for Content Based Image Retrieval. Int. J. Comput. Intell. Syst. 6 (6) (2013)
Sohail Masood Bhatti, Ayyaz Hussain, M. Arfan Jaffar, Anwar M. Mirza, Tae-Sun Choi
Machine learning and directional switching median-based filter for highly corrupted images. Knowl. Inf. Syst. 36 (3) (2013)
Asmatullah Chaudhry, M. Arfan Jaffar, Bushra Sikandar, Jin Young Kim, Muhammad Ishtiaq, Tran Anh Tuan
Genetic swarm based robust image watermarking. ICUIMC (2013)
Sohail Masood Bhatti, Ayyaz Hussain, M. Arfan Jaffar, Tae-Sun Choi
Intelligent noise detection and filtering using neuro-fuzzy system. Multim. Tools Appl. 63 (1) (2013)
Ahmad Khan, M. Arfan Jaffar, Tae-Sun Choi
SOM and fuzzy based color image segmentation. Multim. Tools Appl. 64 (2) (2013)
Mohsin Bilal, Muhammad Shams-ur-Rehman, M. Arfan Jaffar
Evolutionary Reconstruction: Image Restoration for Space Variant Degradation. Smart Comput. Rev. 3 (4) (2013)
Ayyaz Hussain, Sohail Masood Bhatti, M. Arfan Jaffar
Fuzzy based Impulse Noise Reduction Method. Multim. Tools Appl. 60 (3) (2012)
Muhammad Ramzan, M. Arfan Jaffar, Muhammad Amjad Iqbal, Sajid Anwar, Abdul Rauf, Arshad Ali Shahid
Project scheduling conflict identification and resolution using genetic algorithms (GA). Telecommun. Syst. 51 (2-3) (2012)
M. Arfan Jaffar, Sultan Zia, Ghazanfar Latif, Anwar M. Mirza, Irfan Mehmood, Naveed Ejaz, Sung Wook Baik
Anisotropic Diffusion based Brain MRI Segmentation and 3D Reconstruction. Int. J. Comput. Intell. Syst. 5 (3) (2012)
Sidra Batool Kazmi, Qurat-ul Ain, M. Arfan Jaffar
Wavelets-based facial expression recognition using a bank of support vector machines. Soft Comput. 16 (3) (2012)
Nawazish Naveed, Ayyaz Hussain, M. Arfan Jaffar, Tae-Sun Choi
Quantum and impulse noise filtering from breast mammogram images. Comput. Methods Programs Biomed. 108 (3) (2012)
Aun Irtaza, M. Arfan Jaffar, Tae-Sun Choi
Gabor Based Gender Classification with Classifier Independent Feature Selection. FGIT-SIP (2011)
Muhammad Ramzan, Asma Batool, Nasir Mehmood Minhas, Zia Ul-Qayyum, M. Arfan Jaffar
Automated Requirements Elicitation for Global Software Development (GSD) Environment. FGIT-ASEA/DRBC/EL (2011)
Abdul Rauf, Sajid Anwar, M. Arfan Jaffar, Arshad Ali Shahid
Automated GUI Test Coverage Analysis Using GA. ITNG (2010)
Fouzia Jabeen, Zahoor Jan, M. Arfan Jaffar, Anwar M. Mirza
Energy Based Coefficient Selection for Digital Watermarking in Wavelet Domain. ICICA (2) (2010)
M. Arfan Jaffar, Ayyaz Hussain, Anwar M. Mirza
Fuzzy entropy based optimization of clusters for the segmentation of lungs in CT scanned images. Knowl. Inf. Syst. 24 (1) (2010)
Ayyaz Hussain, M. Arfan Jaffar, Anwar M. Mirza
A hybrid image restoration approach: fuzzy logic and directional weighted median based uniform impulse noise removal. Knowl. Inf. Syst. 24 (1) (2010)
Qurat-ul Ain, Irfan Mehmood, Syed Muhammad Naqi, M. Arfan Jaffar
Bayesian Classification Using DCT Features for Brain Tumor Detection. KES (1) (2010)
Muhammad Sharif, Mohsin Bilal, Salabat Khan, M. Arfan Jaffar
Adaptive Filter and Morphological Operators Using Binary PSO. ICICA (LNCS) (2010)
M. Arfan Jaffar, Ayyaz Hussain, Fauzia Jabeen, Muhammad Nazir, Anwar M. Mirza
GA-SVM Based Lungs Nodule Detection and Classification. FGIT-SIP (2009)
Muhammad Ishtiaq, M. Arfan Jaffar, Muhammad A. Khan, Zahoor Jan, Anwar M. Mirza
Robust and Imperceptible Watermarking of Video Streams for Low Power Devices. FGIT-SIP (2009)
Tayyaba Azim, M. Arfan Jaffar, Muhammad Ramzan, Anwar M. Mirza
Automatic Fatigue Detection of Drivers through Yawning Analysis. FGIT-SIP (2009)
M. Arfan Jaffar, Qurat-ul-Ain Aini, Sohail Masood Bhatti, Muhammad Amjad Iqbal, Arshad Javed, Anwar M. Mirza
Fuzzy Curvelet Based Fully Automated Segmentation of Brain from MR Images. CSA (2009)
Ayyaz Hussain, M. Arfan Jaffar, Abdul Basit Siddiqui, Muhammad Nazir, Anwar M. Mirza
Modified Histogram Based Fuzzy Filter. MIRAGE (2009)
M. Arfan Jaffar, Ayyaz Hussain, Muhammad Nazir, Anwar M. Mirza, Asmatullah Chaudhry
GA and Morphology Based Automated Segmentation of Lungs from CT Scan Images. CIMCA/IAWTIC/ISE (2008)