output
20172025
most citedR2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation

109 citations

16 papers

math.NA2025

Rigorous Perturbation Bounds for the QX Decomposition for Centrosymmetric Matrices

Aamir Farooq, Rewayat Khan, Uzma Rani +1

Konrad Burnik suggests a structure-preserving QR factorization for centrosymmetric matrices, known as QX factorization. In this article, we obtain the explicit expressions for rigo…

quant-ph2024★ 21 cited

A Study on Thermal Quantum Resources and Probabilistic Teleportation in Spin-1/2 Heisenberg XYZ+DM+KSEA Model under Variable Zeeman Splitting

Asad Ali, Saif Al-Kuwari, M. T. Rahim +3

We investigate the behavior of various measures of quantum coherence and quantum correlation in the spin-1/2 Heisenberg XYZ model with added Dzyaloshinsky-Moriya (DM) and Kaplan--S…

eess.SP2022★ 47 cited

Implementation of a Modified U-Net for Medical Image Segmentation on Edge Devices

Owais Ali, Hazrat Ali, Syed Ayaz Ali Shah +1

Deep learning techniques, particularly convolutional neural networks, have shown great potential in computer vision and medical imaging applications. However, deep learning models…

eess.IV2022★ 109 cited

R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation

Mehreen Mubashar, Hazrat Ali, Christer Gronlund +1

U-Net is a widely adopted neural network in the domain of medical image segmentation. Despite its quick embracement by the medical imaging community, its performance suffers on com…

math.DS2021★ 14 cited

Hybrid Method for Simulation of a Fractional COVID-19 Model with Real Case Application

Anwarud Din, Amir Khan, Anwar Zeb +3

In this research, we provide a mathematical analysis for the novel coronavirus responsible for COVID-19, which continues to be a big source of threat for humanity. Our fractional-o…

cs.CV2021★ 6 cited

Urdu text in natural scene images: a new dataset and preliminary text detection

Hazrat Ali, Khalid Iqbal, Ghulam Mujtaba +4

Text detection in natural scene images for content analysis is an interesting task. The research community has seen some great developments for English/Mandarin text detection. How…

quant-ph2021★ 6 cited

Decoherence Effects in a Three-Level System under Gaussian Process

Sultan Mahmood Zangi, Atta ur Rahman, ZhaoXu Ji +2

When subjected to a classical fluctuating field characterized by a Gaussian process, we examine the {purity} and coherence protection in a three-level quantum system. This symmetry…

eess.IV2021★ 54 cited

Coconut trees detection and segmentation in aerial imagery using mask region-based convolution neural network

Muhammad Shakaib Iqbal, Hazrat Ali, Son N. Tran +1

Food resources face severe damages under extraordinary situations of catastrophes such as earthquakes, cyclones, and tsunamis. Under such scenarios, speedy assessment of food resou…

q-bio.PE2020★ 33 cited

Dynamics of a Stochastic COVID-19 Epidemic Model with Jump-Diffusion

Almaz Tesfay, Tareq Saeed, Anwar Zeb +3

For a stochastic COVID-19 model with jump-diffusion, we prove the existence and uniqueness of the global positive solution. We also investigate some conditions for the extinction a…

eess.IV2020★ 96 cited

Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks

Faizan Munawar, Shoaib Azmat, Talha Iqbal +2

Chest X-ray (CXR) is a low-cost medical imaging technique. It is a common procedure for the identification of many respiratory diseases compared to MRI, CT, and PET scans. This pap…

cs.CV2019★ 30 cited

Pioneer dataset and automatic recognition of Urdu handwritten characters using a deep autoencoder and convolutional neural network

Hazrat Ali, Ahsan Ullah, Talha Iqbal +1

Automatic recognition of Urdu handwritten digits and characters, is a challenging task. It has applications in postal address reading, bank's cheque processing, and digitization an…

cs.LG2019★ 12 cited

Seizure Prediction Using Bidirectional LSTM

Hazrat Ali, Feroz Karim, Junaid Javed Qureshi +2

Approximately, 50 million people in the world are affected by epilepsy. For patients, the anti-epileptic drugs are not always useful and these drugs may have undesired side effects…

cs.CV2019★ 16 cited

An Intelligent Monitoring System of Vehicles on Highway Traffic

Sulaiman Khan, Hazrat Ali, Zia Ullah +1

Vehicle speed monitoring and management of highways is the critical problem of the road in this modern age of growing technology and population. A poor management results in freque…

cs.CV2019★ 28 cited

3D human action analysis and recognition through GLAC descriptor on 2D motion and static posture images

Mohammad Farhad Bulbul, Saiful Islam, Hazrat Ali

In this paper, we present an approach for identification of actions within depth action videos. First, we process the video to get motion history images (MHIs) and static history i…

cs.CV2018

Cursive Scene Text Analysis by Deep Convolutional Linear Pyramids

Saad Bin Ahmed, Saeeda Naz, Muhammad Imran Razzak +1

The camera captured images have various aspects to investigate. Generally, the emphasis of research depends on the interesting regions. Sometimes the focus could be on color segmen…

cs.CV2017★ 6 cited

Deep Learning based Isolated Arabic Scene Character Recognition

Saad Bin Ahmed, Saeeda Naz, Muhammad Imran Razzak +1

The technological advancement and sophistication in cameras and gadgets prompt researchers to have focus on image analysis and text understanding. The deep learning techniques demo…