Farhan Hussain

Associate Professor
College of Electrical & Mechanical Engineering
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About

Dr. Farhan Hussain is working as Associate Professor in the College of Electrical & Mechanical Engineering. Dr. Farhan Hussain has a PhD in Machine Learning, Neural Networks, Image Compression, Nand Based Flash Memory Systems . Dr. Farhan Hussain has published 43 research articles & conference papers having a citation count of 372 , carried out 2 projects and filed 1 intellectual property.

Research Tags

Research Projects

2

Industry Projects

0

Amount Granted

89.7 M

Publications

43

Citations

372

Intellectual Property

1
Publication Types
Project Types
Publications by Year
Projects by Year

Research Collaborators

SH

Shoab Ahmed Khan

College of Electrical & Mechanical Engineering
7 Collaborations
Collaborator Image

Ali Hassan

College of Electrical & Mechanical Engineering
5 Collaborations
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Ahsan Shahzad

College of Electrical & Mechanical Engineering
3 Collaborations
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Muhammad Usman Akram

College of Electrical & Mechanical Engineering
3 Collaborations
Collaborator Image

Muhammad Umar Farooq

College of Electrical & Mechanical Engineering
3 Collaborations
Collaborator Image

Farhan Riaz

College of Electrical & Mechanical Engineering
2 Collaborations
Collaborator Image

Wasi Haider Butt

College of Electrical & Mechanical Engineering
2 Collaborations
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Mian Ilyas Ahmad

School of Interdisciplinary Engineering & Sciences
2 Collaborations
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Aimal Khan

College of Electrical & Mechanical Engineering
2 Collaborations
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Danish Hussain

School of Mechanical & Manufacturing Engineering
1 Collaboration
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Anas Bin Aqeel

College of Electrical & Mechanical Engineering
1 Collaboration
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Zohaib Riaz

College of Electrical & Mechanical Engineering
1 Collaboration
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Javed Iqbal

Military College of Signals
1 Collaboration
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Muhammad Abbas

College of Electrical & Mechanical Engineering
1 Collaboration
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Saddaf Rubab

Military College of Signals
1 Collaboration
Collaborator Image

Saad Rehman

College of Electrical & Mechanical Engineering
1 Collaboration
Collaborator Image

Arsalan Shaukat

College of Electrical & Mechanical Engineering
1 Collaboration
Collaborator Image

Sajid Gul Khawaja

College of Electrical & Mechanical Engineering
1 Collaboration
AS

Asim Dilawar Bakhshi

Military College of Signals
1 Collaboration
Collaborator Image

Aqib Perwaiz

College of Electrical & Mechanical Engineering
1 Collaboration

Education

PhD Machine Learning, Neural Networks, Image Compression, Nand Based Flash Memory Systems 2012- 2015
Hanyang University , Korea
MS Image & Signal Processing/Compression 2007- 2009
Hanyang University , Korea
BS Electrical Engineering 2002- 2006
UET Peshawar , Pakistan
F.Sc Pre-Engineering 1999- 2001
BISE, Peshawar , Pakistan

Experience

Associate Professor 2022- Present
College of Electrical & Mechanical Engineering , NUST
Assistant Professor 2019- 2022
College of Electrical & Mechanical Engineering , NUST
Assistant Professor 2016- 2019
College of Electrical & Mechanical Engineering , NUST
Assistant Professor 2016- 2016
College of Electrical & Mechanical Engineering , NUST
Head of Department 2015- 2016
Abasyn University, Islamabad , Abasyn University, Meherban Colony Chatta Bakhtawar, Islamabad, Islamabad Capital Territory ,
Assistant Professor 2009- 2015
IQRA National University , IQRA National University, Phase-2, Hayatabad¿ Peshawar ,
Lecturer 2007- 2007
Sarhad University of Information Technology , Landi Akhun Ahmad, Hayatabad Link. Ring Road, Peshawar, Pakistan ,
Lecturer 2006- 2006
COMSATS , University Road, Abbottabad Pakistan ,

Awards

Excellence Scholarship Aw
Excellence Scholarship Award for under-graduate studies
Merit Scholarship Award f
Merit Scholarship Award for intermediate studies.
Honor
Bachelor of Science in Electrical Engineering with Honors.

Memberships

PEC Since 2006
2
Research Projects
0
Industrial Projects
2
National Projects
0
International Projects
89.7M
Total Funding (PKR)
Robust Communication Solution for Drone Swarm based Patrolling Operations 2022
Sajid Gul Khawaja
Farhan Hussain
Project Status: Closed Rs: 82.6 M Approval Date: 2022-03-23 Completion Date: N/A
Funding Agency: HEC
On Accuracy of Model Reduction Techniques for a Unified Modelling and Simulation Framework of Power, Water and Gas Distribution Networks 2022
Mian Ilyas Ahmad
Farhan Hussain
Project Status: Completed Rs: 7.2 M Approval Date: 2022-03-08 Completion Date: 2025-03-07
Funding Agency: HEC
31
Research Articles
12
Conference Proceedings
0
Books
0
Book Chapters
4
Editorial Activities
Generating Textual Descriptions for Remote Sensing Images 2026
MA
Maryam Mehmood
Ahsan Shahzad
AM
Amin Ullah (Bahria University)
Farhan Hussain
SA
Samra Nawazish (UAE University)
RU
Ruhul Amin Khalil (UAE University)
Journal: IEEE Access, Volume 14, Pages 81901-81919
Impact Factor: N/A Citations: 0 Quartile: 2
SDG 11 SDG 13
Remote Sensing Image Captioning via Self-Supervised DINOv3 and Transformer Fusion 2026
MA
Maryam Mehmood
Ahsan Shahzad
Farhan Hussain
LI
Lismer Andres Caceres-Najarro (Chosun University)
MU
Muhammad Usman (Karlstad University)
Journal: Remote Sensing, Volume:18, Issue:6, Article Number 846
Impact Factor: N/A Citations: 0 Quartile: 1
SDG 11 SDG 13
RABNet: A Residual Attention-Based Network for Visibility Restoration in Hazy Images 2026
SY
Syeda Rabail Zahra
Farhan Hussain
Ali Hassan
TE
Tehseen Mazhar (School of Computer Science)
AM
Amal Al-Rasheed (Princess Nourah bint Abdulrahman University)
MU
Muhammad Amir Khan (Universiti Teknologi MARA)
WA
Wasim Ahmad (University of Greater Manchester)
HA
Habib Hamam (University of Johannesburg)
Journal: IET Computers and Digital Techniques, Volume:2026, Issue:1, Pages 14
Impact Factor: N/A Citations: 0 Quartile: 3
SDG 9
RSDhazer: Residual Shallow-Deep Network for Efficient Single-Image Dehazing 2026
SY
Syeda Rabail Zahra
Farhan Hussain
TE
Tehseen Mazhar (National College of Business Administration and Economics Lahore)
MU
Muhammad Danish Ali (COMSATS University Islamabad)
GH
Ghadah Aldehim (Princess Nourah bint Abdulrahman University)
AB
Abdul Khader Jilani Saudagar (Imam Mohammad Ibn Saud Islamic University)
MU
Muhammad Amir Khan (Universiti Teknologi MARA)
Journal: IET Image Processing, Volume:20, Issue:1, Article Number e70355
Impact Factor: N/A Citations: 0 Quartile: 3
SDG 9
Edge deployable lightweight framework for real-time driver safety system with integrated lane departure and traffic sign recognition 2026
HA
Hassaan Ali Qureshi
Danish Hussain
Ali Hassan
AO
Aon Safdar (University College Dublin)
Anas Bin Aqeel
MU
Muhammad Rafique (Harbin Institute of Technology)
Zohaib Riaz
Farhan Hussain
Journal: Machine Vision and Applications, Volume 37, Article Number 61
Impact Factor: N/A Citations: 0 Quartile: 3
SDG 9 SDG 11
Classification of Remote Sensing Datasets with Different Deep Learning Architectures - Clasificación de grupos de datos de detección remota con diferentes arquitecturas de aprendizaje profundo 2024
MA
Maryam Mehmood
Farhan Hussain
Ahsan Shahzad
NO
Nouman Ali (Mirpur University of Science and Technology (MUST))
Journal: Earth Sciences Research Journal, Volume:28, Issue:4, Page:409-419
Impact Factor: 0.500 Citations: 0 Quartile: 4
SDG 11
Development and prospects of surface passivation schemes for high-efficiency c-Si solar cells 2018
AT
Atteq ur Rehman (Sarhad University of Science and Information Technology)
MU
Muhammad Zahir Iqbal (Ghulam Ishaq Khan Institute of Engineering Sciences and Technology)
MU
Muhammad Fahad Bhopal (Sejong University)
MU
Muhammad Farooq Khan (Sejong University)
Farhan Hussain
Javed Iqbal
MA
Mahmood Khan (Sarhad University of Science and Information Technology)
SO
Soo Hong Lee (Sejong University)
Journal: Solar Energy, Volume 166, Pages 90-97
Impact Factor: 4.674 Citations: 35 Quartile: 1
CPS-based fully automatic cardiac left ventricle and left atrium segmentation in 3D MRI 2019
IB
Ibtihaj Ahmad (-)
Farhan Hussain
SH
Shoab Ahmed Khan
Muhammad Usman Akram
GW
Gwanggil Jeon (Incheon National University)
Journal: Journal of Intelligent & Fuzzy Systems, Volume 36, Issue 5, Pages 4153-4164
Impact Factor: 1.851 Citations: 5 Quartile: 3
Gabor Contrast Patterns: A Novel Framework to Extract Features From Texture Images 2023
Farhan Riaz
Farhan Hussain
Muhammad Umar Farooq
AB
Abdul Wahab Muzaffar (Saudi Electronic University)
TA
Tarik Abuain (Saudi Electronic University)
WA
Waleed Abdel Karim Abu-Ain (Taibah University)
MU
Muhammad Ajmal Azad (Birmingham City University)
Journal: IEEE Access, Volume 11, Pages 60324-60334
Impact Factor: 3.9 Citations: 6 Quartile: 2
SDG 9
A Fast and Accurate Real-Time Vehicle Detection Method Using Deep Learning for Unconstrained Environments 2023
AN
Annam Farid
Farhan Hussain
KH
Khurram Khan (GIK Institute of Engineering Sciences and Technology)
MO
Mohsin Shahzad (COMSATS University Islamabad)
UZ
Uzair Khan (COMSATS University Islamabad)
ZA
Zahid Mahmood (COMSATS University Islamabad)
Journal: Applied Sciences, Volume 13, Issue 5, Article Number 3059
Impact Factor: 2.7 Citations: 74 Quartile: 2
SDG 9
CFFD-MAC: A Hybrid MAC for Collision Free Full-Duplex Communication in Wireless Ad-Hoc Networks 2021
RU
Rukaiya Rukaiya (-)
Farhan Hussain
AD
Adnan Akhunzada (Technical University of Denmark)
SH
Shoab Ahmed Khan
Muhammad Umar Farooq
Journal: IEEE Access, Volume 9, Page 35584-35598
Impact Factor: 3.476 Citations: 15 Quartile: 2
A Novel Self-Forming Virtual Sub-Nets Based Cross-Layer MAC Protocol for Multihop Tactical Network 2021
RU
Rukaiya Rukaiya (-)
Farhan Hussain
SH
Shoab Ahmed Khan
Muhammad Umar Farooq
Journal: Applied Sciences, Volume 11(6), Article Number 2470
Impact Factor: 2.838 Citations: 3 Quartile: 2
CAM-Net: enhancing visibility in hazy images with convolutional attention mechanisms 2025
SY
Syeda Rabail Zahra
Farhan Hussain
Journal: Signal, Image and Video Processing, Volume:19, Issue:5, Article Number 350
Impact Factor: 2.000 Citations: 0 Quartile: 3
SDG 9
A novel framework for generating handwritten datasets 2020
SA
Sajid Anwar (GIK Institute of Engineering Sciences and Technology)
BI
Bilal Mehrban (University of Azad Jammu and Kashmir)
MU
Musawar Ali (GIK Institute of Engineering Sciences and Technology)
Farhan Hussain
ZA
Zahid Halim (GIK Institute of Engineering Sciences and Technology)
Journal: Multimedia Tools and Applications, Pages 1-13
Impact Factor: 2.757 Citations: 2 Quartile: 2
Multiscale channel attention network for infrared and visible image fusion 2020
JI
Jiahui Zhu (Sichuan University)
QI
Qingyu Dou (Sichuan University)
LI
Lihua Jian (Zhengzhou University)
KA
Kai Liu (Sichuan University)
Farhan Hussain
XI
Xiaomin Yang (Sichuan University)
Journal: Concurrency and Computation-Practice and Experience, Pages 1-15
Impact Factor: 1.536 Citations: 11 Quartile: 3
LMSN: a lightweight multi‑scale network for single image super‑resolution 2021
YI
Yiye Zou (Sichuan University)
XI
Xiaomin Yang (Sichuan University)
MA
Marcelo Keese Albertini (Federal University of Uberlândia)
Farhan Hussain
Journal: Multimedia Systems, Volume 27, Pages 845-856
Impact Factor: 2.603 Citations: 5 Quartile: 2
Finger-Counting-Based Gesture Recognition within Cars Using Impulse Radar with Convolutional Neural Network 2019
SH
Shahzad Ahmed (Hanyang University)
FA
Faheem Khan (Hanyang University)
AS
Asim Ghaffar (Hanyang University)
Farhan Hussain
SU
Sung Ho Cho (Hanyang University)
Journal: Sensors, Volume 19, Issue 6, Article Number 1429
Impact Factor: 3.275 Citations: 45 Quartile: 1
Need-Based and Optimized Health Insurance Package Using Clustering Algorithm 2021
IR
Irum Matloob
SH
Shoab Ahmed Khan
Farhan Hussain
Wasi Haider Butt
RU
Rukaiya Rukaiya
FA
Fatima Khalique
Journal: Applied Sciences, Volume 11, Issue 18, Article No. 8478
Impact Factor: 2.679 Citations: 7 Quartile: 2
SDG 9
Knowledge and Data-Driven Framework for Designing a Computerized Physician Order Entry System 2022
SI
Sidra Ejaz
SH
Shoab Ahmed Khan
Farhan Hussain
Journal: IEEE Access, Volume 10, Pages 40953-40966
Impact Factor: 3.367 Citations: 6 Quartile: 2
SDG 9
Multi-focus images fusion via residual generative adversarial network 2022
QI
Qingyu Mao (Sichuan University)
XI
Xiaomin Yang (Sichuan University)
RO
Rongzhu Zhang (Sichuan University)
GW
Gwanggil Jeon (Xidian University)
Farhan Hussain
KA
Kai Liu (Sichuan University)
Journal: Multimedia Tools and Applications, Volume 81, Issue 9 Pages 12305-12323
Impact Factor: 2.757 Citations: 8 Quartile: 2
SDG 9
A Framework for Classification of Gabor Based Frequency Selective Bone Radiographs Using CNN 2021
RE
Rehan Nemati (-)
Farhan Riaz
Ali Hassan
SA
Saad Rehman (HITEC University)
MU
Muhammad Ajmal Azad (University of Derby)
Muhammad Abbas
Farhan Hussain
Saddaf Rubab
Journal: Arabian Journal of Science and Engineering, Volume 46, Pages 4141-4152
Impact Factor: 2.807 Citations: 2 Quartile: 2
Image super-resolution with parallel convolution attention network 2020
QI
Qiao Zhang (Sichuan University)
XI
Xiaomin Yang (Sichuan University)
LO
Long Xiao (Science and Technology on Electronic Information Control Laboratory)
FE
Feng Yang (Science and Technology on Electronic Information Control Laboratory)
Farhan Hussain
PY
Pyoung Won Kim (Incheon National University)
Journal: Concurrency and Computation: Practice and Experience, Pages 1-10
Impact Factor: 1.536 Citations: 2 Quartile: 3
Medical Health Benefit Management System for Real-Time Notification of Fraud Using Historical Medical Records 2020
IR
Irum Matloob (-)
SH
Shoab Ahmed Khan
HA
Habib-ur-Rahman ( Shifa International Hospital)
Farhan Hussain
Journal: Applied Sciences, Volume 10(15), Article Number 26
Impact Factor: 2.679 Citations: 10 Quartile: 2
Efficient motion estimation using two?bit transform and modified multilevel successive elimination 2018
Farhan Hussain
Mian Ilyas Ahmad
SA
Sajid Anwar (Ghulam Ishaq Khan Institute of Engineering Sciences and Technology)
Aimal Khan
PY
Pyoung Won Kim ( Incheon National University)
Journal: Journal of Ambient Intelligence and Humanized Computing, pp 1–7
Impact Factor: 1.910 Citations: 1 Quartile: 3
Exponential utility function based criteria for network selection in heterogeneous wireless networks 2018
Mian Ilyas Ahmad
SH
Shoaib Khan (-)
Farhan Hussain
Journal: Electronics Letters, NULL
Impact Factor: 1.343 Citations: 6 Quartile: 3
Analysis of channel uncertainty in ARQ relay networks 2018
HI
Hina Ajmal (-)
Aimal Khan
Saad Rehman
Farhan Hussain
MO
Mohammad Alam (Texas A&M University - Kingsville)
RU
Rupert Young (University of Sussex)
Journal: PLoS ONE, Volume 13(1), Article Number e0190622
Impact Factor: 2.776 Citations: 0 Quartile: 2
Analysis of PCG signals using quality assessment and homomorphic filters for localization and classification of heart sounds 2018
QU
Qurat-ul-Ain Mubarak (-)
Muhammad Usman Akram
Arsalan Shaukat
Farhan Hussain
Sajid Gul Khawaja
Wasi Haider Butt
Journal: Computer Methods and Programs in Biomedicine, Volume: 164, Pages 143-157
Impact Factor: 3.424 Citations: 59 Quartile: 1
Efficient Deep Neural Network for Digital Image Compression Employing Rectified Linear Neurons 2016
Farhan Hussain
JE
Jechang Jeong (Hanyang University)
Journal: Journal of Sensors, Article Number 3184840
Impact Factor: 1.704 Citations: 20 Quartile: 2
Visibility Enhancement of Scene Images Degraded by Foggy Weather Conditions with Deep Neural Networks 2016
Farhan Hussain
JE
Jechang Jeong (Hanyang University, Seoul)
Journal: Journal of Sensors, Article Number 3894832
Impact Factor: 1.704 Citations: 30 Quartile: 2
AI-CADR: Artificial Intelligence Based Risk Stratification of Coronary Artery Disease using Novel Non-invasive Biomarkers 2024
MU
Muhammad Sajid
Ali Hassan
DI
Dilshad Ahmed Khan (National University of Medical Sciences)
SH
Shoab Ahmed Khan
AS
Asim Dilawar Bakhshi
Muhammad Usman Akram
MI
Mishal Babar
Farhan Hussain
WA
Wadood Abdul (King Saud University)
Journal: IEEE Journal of Biomedical and Health Informatics, Volume:28, Issue:12, Page(s):7543-7552
Impact Factor: 6.700 Citations: 3 Quartile: 1
SDG 3
Enhanced Spatial Stream of Two-Stream Network Using Optical Flow for Human Action Recognition 2023
SH
Shahbaz Khan
Ali Hassan
Farhan Hussain
Aqib Perwaiz
MA
Maazen Alsabaan (King Saud University)
FA
Farhan Riaz (University of Lincoln)
WA
Wadood Abdul (King Saud University)
Journal: Applied Sciences, Volume 13, Issue 14, Article Number 8003
Impact Factor: 2.7 Citations: 10 Quartile: 2
SDG 9
RSDNet: Residual Shallow–Deep Attention Network for Single Image Dehazing
SY
Syeda Rabail Zahra
Farhan Hussain
SA
Sadia Ismail (Gomal University)
AT
Atia Akram (FAST-National University)
AT
Atia Akram (University Teknologi MARA)
Conference: IEEE Symposium on Wireless Technology and Applications, ISWTA
Citations: 1
SDG 11
Reconfigurable Architecture for Real-time Decoding of Canonical Huffman Codes
RI
Rimsha Tariq
Sajid Gul Khawaja
Muhammad Usman Akram
Farhan Hussain
Conference: 2022 2nd International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Citations: N/A
Latest Trends in Automatic Glioma Tumor Segmentation and an Improved Convolutional Neural Network based Solution
MU
Muhammad Kaab Zarrar (-)
Farhan Hussain
MU
Muhammad Mohsin Khan (-)
RU
Rubab Sheikh (-)
Conference: 13th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS)
Citations: N/A
Localization of Phonocardiogram Signals Using Multilevel Threshold and Support Vector Machine
ZO
Zo-Afshan (-)
AN
Anam Abid (UET Peshawar)
Farhan Hussain
Conference: IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)
Citations: N/A
Towards the Selection of Best Machine Learning Model for Student Performance Analysis and Prediction
MU
Muhammad Faisal Masood (-)
Aimal Khan
Farhan Hussain
Arsalan Shaukat
BA
Babar Zeb (-)
RA
Rana Muhammad Kaleem Ullah (-)
Conference: 6th International Conference on Soft Computing & Machine Intelligence (ISCMI)
Citations: 6
SHANZ Algorithm for QoE Enhancement of HTTP based Adaptive Video Streaming
Muhammad Umar Farooq
Farhan Hussain
SH
Shahid Nabi (-)
Conference: IEEE 11th International Conference on Communication Software and Networks (ICCSN 2019) 2019 IEEE 11th International Conference on Communication Software and Networks (ICCSN 2019)
Citations: N/A
A New Demapping Technique for 16-APSK Modulation for Digital Video Broadcasting in AWGN Channel
PE
Pervaiz Ali (Hanyang University)
Farhan Hussain
JE
Jechang Jeong (Hanyang University)
Conference: 2008 Third International Conference on Convergence and Hybrid Information Technology
Citations: N/A
Memory data reorganization for performance improvement of HEVC DCT
HY
Hyunwoo Kim (Hanyang University)
SO
Song Hyun Jo (Hanyang University)
Farhan Hussain
YO
Yong Ho Song (Hanyang University)
Conference: IEEE International Conference on Electronics, Information and Communications, Kota Kinabalu, Malaysia
Citations: N/A
Lifetime enhancement of NAND flash memory-based storage system by bad block reuse scheme
TA
Taeyeong Huh (Hanyang University)
Farhan Hussain
SA
Sanghyuk Jung (Hanyang University)
YO
Yong Ho Song (Hanyang University)
Conference: 2014 International Conference on Electronics, Information and Communications (ICEIC)
Citations: N/A
Management scheme of address mapping information for NAND storage system
HU
Huijeong Kim (Hanyang University)
Farhan Hussain
SA
Sanghyuk Jung (Hanyang University)
YO
Yong Ho Song (Hanyang University)
Conference: 2014 International Conference on Electronics, Information and Communications (ICEIC)
Citations: N/A
Exploiting deep neural networks for digital image compression
Farhan Hussain
JE
Jechang Jeong (Hanyang University)
Conference: 2015 2nd World Symposium on Web Applications and Networking (WSWAN)
Citations: N/A
Comparative study of local binary pattern and its shifted variant for osteoporosis identification
HI
Hina Ajmal (-)
Farhan Hussain
Muhammad Abbas
Saad Rehman
Aimal Khan
RU
Rupert Young (University of Sussex)
MO
Mohammad S. Alam (Texas A&M University - Kingsville)
Conference: SPIE Defense + Security 2018 Conference
Citations: N/A
Remote Sensing 2023
Reviewed Papers for Journals
Impact Factor: 5
Transactions on Internet Technology 2023
Reviewed Papers for Journals
Impact Factor: 5.15
IEEE Access 2022
Reviewed Papers for Journals
Impact Factor: 3.745
Pattern Recognition 2022
Reviewed Papers for Journals
Impact Factor: 8.51
1
Copyrights
0
Patents
0
Industrial Designs
0
Trademarks
Software for the Annotation and Labeling of Gastroenterology Images 2022
Farhan Riaz
Ali Hassan
Farhan Hussain
Muhammad Umar Farooq
Status: Filed Approval Date: 13-Jun-2022
No training records found for this faculty member
0
Total Supervisions
0
PhD Supervisions
0
MS Supervisions

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