Masum Shah Junayed

According to our database, Masum Shah Junayed authored at least 28 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

In-Depth Analysis of Automated Acne Disease Recognition and Classification.

Afsana Ahsan Jeny, Masum Shah Junayed, Md. Robel Mia, Md Baharul Islam

CoRR, March, 2025

Graph Laplacian Transformer with Progressive Sampling for Prostate Cancer Grading.

Masum Shah Junayed, John Derek Van Vessem, Qian Wan, Gahie Nam, Sheida Nabavi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Multi-modal Spatial Clustering for Spatial Transcriptomics Utilizing High-resolution Histology Images.

Bingjun Li, Mostafa Karami, Masum Shah Junayed, Sheida Nabavi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

A Scaled Mask Attention-based Hybrid model for Survival Prediction.

Masum Shah Junayed, Sheida Nabavi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

A Fused Transformer-based Model for Gene Expression Prediction using Histopathology Images.

Masum Shah Junayed, Afsana Ahsan Jeny, Sheida Nabavi, Ion Mandoiu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Consistent Video Inpainting Using Axial Attention-Based Style Transformer.

Masum Shah Junayed, Md Baharul Islam

IEEE Trans. Multim., 2023

Automated Physical Distance Estimation and Crowd Monitoring Through Surveillance Video.

Masum Shah Junayed, Md Baharul Islam

SN Comput. Sci., 2023

Acne Vulgaris Detection and Classification: A Dual Integrated Deep CNN Model.

Md Baharul Islam, Masum Shah Junayed, Arezoo Sadeghzadeh, Nipa Anjum, Afsana Ahsan Jeny, A. F. M. Shahen Shah

Informatica (Slovenia), 2023

Improving Image Compression With Adjacent Attention and Refinement Block.

Afsana Ahsan Jeny, Md Baharul Islam, Masum Shah Junayed, Debashish Das

IEEE Access, 2023

A Scaled Denoising Attention-Based Transformer for Breast Cancer Detection and Classification.

Masum Shah Junayed, Sheida Nabavi

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

2022

Stereoscopic video quality measurement with fine-tuning 3D ResNets.

Hassan Imani, Md Baharul Islam, Masum Shah Junayed, Tarkan Aydin, Nafiz Arica

Multim. Tools Appl., 2022

PDS-Net: A novel point and depth-wise separable convolution for real-time object detection.

Masum Shah Junayed, Md Baharul Islam, Hassan Imani, Tarkan Aydin

Int. J. Multim. Inf. Retr., 2022

An efficient end-to-end deep neural network for interstitial lung disease recognition and classification.

Masum Shah Junayed, Afsana Ahsan Jeny, Md Baharul Islam, Ikhtiar Ahmed, A. F. M. Shahen Shah

Turkish J. Electr. Eng. Comput. Sci., 2022

ScarNet: Development and Validation of a Novel Deep CNN Model for Acne Scar Classification With a New Dataset.

Masum Shah Junayed, Md Baharul Islam, Afsana Ahsan Jeny, Arezoo Sadeghzadeh, Topu Biswas, A. F. M. Shahen Shah

IEEE Access, 2022

An Efficient End-To-End Image Compression Transformer.

Afsana Ahsan Jeny, Masum Shah Junayed, Md Baharul Islam

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model.

Masum Shah Junayed, Arezoo Sadeghzadeh, Md Baharul Islam, Lai-Kuan Wong, Tarkan Aydin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

CataractNet: An Automated Cataract Detection System Using Deep Learning for Fundus Images.

Masum Shah Junayed, Md Baharul Islam, Arezoo Sadeghzadeh, Saimunur Rahman

IEEE Access, 2021

A Deep-Learning Based Automated COVID-19 Physical Distance Measurement System Using Surveillance Video.

Masum Shah Junayed, Md Baharul Islam

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

PoseTED: A Novel Regression-Based Technique for Recognizing Multiple Pose Instances.

Afsana Ahsan Jeny, Masum Shah Junayed, Md Baharul Islam

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Real-Time YOLO-based Heterogeneous Front Vehicles Detection.

Masum Shah Junayed, Md Baharul Islam, Arezoo Sadeghzadeh, Tarkan Aydin

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

Machine Vision-based Expert System for Automated Cucumber Diseases Recognition and Classification.

Afsana Ahsan Jeny, Masum Shah Junayed, Md Baharul Islam, Hassan Imani, A. F. M. Shahen Shah

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

Deep Covariance Feature and CNN-based End-to-End Masked Face Recognition.

Masum Shah Junayed, Arezoo Sadeghzadeh, Md Baharul Islam

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020

EczemaNet: A Deep CNN-based Eczema Diseases Classification.

Masum Shah Junayed, Abu Noman Md Sakib, Nipa Anjum, Md Baharul Islam, Afsana Ahsan Jeny

Proceedings of the 4th IEEE International Conference on Image Processing, 2020

2019

FoNet - Local Food Recognition Using Deep Residual Neural Networks.

Afsana Ahsan Jeny, Masum Shah Junayed, Ikhtiar Ahmed, Md. Tarek Habib, Md. Riazur Rahman

Proceedings of the 2019 International Conference on Information Technology (ICIT), 2019

2018

Incept-N: A Convolutional Neural Network based Classification Approach for Predicting Nationality from Facial Features.

Masum Shah Junayed, Afsana Ahsan Jeny, Nafis Neehal

CoRR, 2018

Incept-N: A Convolutional Neural Network Based Classification Approach for Predicting Nationality from Facial Features.

Masum Shah Junayed, Afsana Ahsan Jeny, Nafis Neehal, Eshtiak Ahmed, Syed Akhter Hossain

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

A Comparative Study of Different CNN Models in City Detection Using Landmark Images.

Masum Shah Junayed, Afsana Ahsan Jeny, Nafis Neehal, Syeda Tanjila Atik, Syed Akhter Hossain

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

A Model for Identifying Historical Landmarks of Bangladesh from Image Content Using a Depth-Wise Convolutional Neural Network.

Afsana Ahsan Jeny, Masum Shah Junayed, Syeda Tanjila Atik, Sazzad Mahamd

Proceedings of the Intelligent Systems Design and Applications, 2018