Muhammad Bilal

Orcid: 0000-0002-6446-8687

Affiliations:
  • King Abdulaziz University, Jeddah, Saudi Arabia
  • Korea Advanced Institute of Science and Technology, Center for Integrated Smart Sensors, Daejeon, South Korea (former)
  • Lahore University of Management Sciences (LUMS), Lahore, Pakistan (PhD 2013)


According to our database1, Muhammad Bilal authored at least 26 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Artificial Intelligence With Deep Learning Based Automated Ear Infection Detection.
IEEE Access, 2024

Remote Sensing and Decision Support System Applications in Precision Agriculture: Challenges and Possibilities.
IEEE Access, 2024

Leveraging Hyperspectral Remote Sensing Imaging for Agricultural Crop Classification Using Coot Bird Optimization With Entropy-Based Feature Fusion Model.
IEEE Access, 2024

PowerX: A Probabilistic Graph Model for Complex Smart Grid Networks.
IEEE Access, 2024

Efficient Framework for Real-Time Color Cast Correction and Dehazing Using Online Algorithms to Approximate Image Statistics.
IEEE Access, 2024

2023
DeepVision: Enhanced Drone Detection and Recognition in Visible Imagery through Deep Learning Networks.
Sensors, October, 2023

Enhancing Conventional Geometry-Based Visual Odometry Pipeline Through Integration of Deep Descriptors.
IEEE Access, 2023

2022
Low-complexity trainable denoising filter structure for image recognition applications.
J. Electronic Imaging, 2022

SVM-Based Switching Filter Hardware Design for Mixed Noise Reduction in Digital Images Using High-Level Synthesis Tools.
Int. J. Comput. Vis. Image Process., 2022

Multi-Stream Deep Neural Network for Diabetic Retinopathy Severity Classification Under a Boosting Framework.
IEEE Access, 2022

2021
ResNet Based Deep Features and Random Forest Classifier for Diabetic Retinopathy Detection.
Sensors, 2021

Low Complexity Parallel FIR Filter Circuit Design by Exploiting Signal Correlation in Multimedia Applications.
J. Circuits Syst. Comput., 2021

2020
Benchmark Revision for HOG-SVM Pedestrian Detector Through Reinvigorated Training and Evaluation Methodologies.
IEEE Trans. Intell. Transp. Syst., 2020

A Hardware-Software Co-Design Framework for Real-Time Video Stabilization.
J. Circuits Syst. Comput., 2020

Competitive residual neural network for image classification.
ICT Express, 2020

2019
High Performance Real-Time Pedestrian Detection Using Light Weight Features and Fast Cascaded Kernel SVM Classification.
J. Signal Process. Syst., 2019

High-Level Synthesis of Online K-Means Clustering Hardware for a Real-Time Image Processing Pipeline.
J. Imaging, 2019

Resource-efficient FPGA implementation of perspective transformation for bird's eye view generation using high-level synthesis framework.
IET Circuits Devices Syst., 2019

2018
Implementation of an Embedded Testbed for Indoor SLAM.
Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

2017
A Low-Complexity Pedestrian Detection Framework for Smart Video Surveillance Systems.
IEEE Trans. Circuits Syst. Video Technol., 2017

Algorithmic optimisation of histogram intersection kernel support vector machine-based pedestrian detection using low complexity features.
IET Comput. Vis., 2017

2015
A Hardware Accelerator for Real Time Sliding Window Based Pedestrian Detection on High Resolution Images.
Proceedings of the VLSI-SoC: Design for Reliability, Security, and Low Power, 2015

Hardware architecture and optimization of sliding window based pedestrian detection on FPGA for high resolution images by varying local features.
Proceedings of the 2015 IFIP/IEEE International Conference on Very Large Scale Integration, 2015

2012
FPGA Design for Statistics-Inspired Approximate Sum-of-Squared-Error Computation in Multimedia Applications.
IEEE Trans. Circuits Syst. II Express Briefs, 2012

2010
FIR filter implementation through Speculative Sub-Expression Sharing in image data.
Proceedings of the IEEE International Conference on Acoustics, 2010

2007
Efficient Color Space Conversion using Custom Instruction in a RISC Processor.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007


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