Muhammad Moazam Fraz

Orcid: 0000-0003-0495-463X

Affiliations:
  • National University of Sciences and Technology, Islamabad, Pakistan
  • Kingston University, Kingston upon Thames, UK (PhD 2013)


According to our database1, Muhammad Moazam Fraz authored at least 72 papers between 2003 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Smart surveillance with simultaneous person detection and re-identification.
Multim. Tools Appl., February, 2024

2023
Boosting facial recognition capability for faces wearing masks using attention augmented residual model with quadruplet loss.
Mach. Vis. Appl., November, 2023

CGA-Net: channel-wise gated attention network for improved super-resolution in remote sensing imagery.
Mach. Vis. Appl., November, 2023

Person re-identification: A retrospective on domain specific open challenges and future trends.
Pattern Recognit., October, 2023

Per-former: rethinking person re-identification using transformer augmented with self-attention and contextual mapping.
Vis. Comput., September, 2023

Nuclei probability and centroid map network for nuclei instance segmentation in histology images.
Neural Comput. Appl., July, 2023

DCARN: Deep Context Aware Recurrent Neural Network for Semantic Segmentation of Large Scale Unstructured 3D Point Cloud.
Neural Process. Lett., April, 2023

Ubiquitous vision of transformers for person re-identification.
Mach. Vis. Appl., March, 2023

Residual learning with annularly convolutional neural networks for classification and segmentation of 3D point clouds.
Neurocomputing, March, 2023

Vision Transformers in medical computer vision - A contemplative retrospection.
Eng. Appl. Artif. Intell., 2023

'Aariz: A Benchmark Dataset for Automatic Cephalometric Landmark Detection and CVM Stage Classification.
CoRR, 2023

Robust malware clustering of windows portable executables using ensemble latent representation and distribution modeling.
Concurr. Comput. Pract. Exp., 2023

Attention augmented distance regression and classification network for nuclei instance segmentation and type classification in histology images.
Biomed. Signal Process. Control., 2023

Nuclei and glands instance segmentation in histology images: a narrative review.
Artif. Intell. Rev., 2023

Time Series-based Active Labeling Framework for Curating a Multispectral Sentinel 2 Imagery Dataset for Crop Type Mapping.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Attention-Based Explainability Approaches in Healthcare Natural Language Processing.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Detection and Grading of Hypertensive Retinopathy Using Vessels Tortuosity and Arteriovenous Ratio.
J. Digit. Imaging, 2022

A multiapproach generalized framework for automated solution suggestion of support tickets.
Int. J. Intell. Syst., 2022

CEPHA29: Automatic Cephalometric Landmark Detection Challenge 2023.
CoRR, 2022

HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images.
CoRR, 2022

Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review.
CoRR, 2022

Orientation aware weapons detection in visual data: a benchmark dataset.
Computing, 2022

Extraction of Rice Phenological Metrics Using Temporally Correlated Multispectral Drone Imagery.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

Multimodal Knowledge Reasoning for Enhanced Visual Question Answering.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

Improving Masked Face Recognition Using Dense Residual Unit Aided with Quadruplet Loss.
Proceedings of the Image and Vision Computing - 37th International Conference, 2022

2021
Stochastic attentions and context learning for person re-identification.
PeerJ Comput. Sci., 2021

Dense-CaptionNet: a Sentence Generation Architecture for Fine-grained Description of Image Semantics.
Cogn. Comput., 2021

Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Enhanced Super-Resolution via Squeeze-and-Residual-Excitation in Aerial Imagery.
Proceedings of the International Conference on Frontiers of Information Technology, 2021

2020
Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images.
IEEE Trans. Medical Imaging, 2020

Multisized Object Detection Using Spaceborne Optical Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

FABnet: feature attention-based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancer.
Neural Comput. Appl., 2020

Cellular community detection for tissue phenotyping in colorectal cancer histology images.
Medical Image Anal., 2020

On the frontiers of pose invariant face recognition: a review.
Artif. Intell. Rev., 2020

Automated grade classification of oral epithelial dysplasia using morphometric analysis of histology images.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2019
VR-PROUD: Vehicle Re-identification using PROgressive Unsupervised Deep architecture.
Pattern Recognit., 2019

A vehicular network-based intelligent transport system for smart cities.
Int. J. Distributed Sens. Networks, 2019

Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images.
CoRR, 2019

DPRNet: Deep 3D Point Based Residual Network for Semantic Segmentation and Classification of 3D Point Clouds.
IEEE Access, 2019

2018
A Correction to the Article "Fast Optic Disc Segmentation in Retina Using Polar Transform".
IEEE Access, 2018

Person Re-Identification Using Hybrid Representation Reinforced by Metric Learning.
IEEE Access, 2018

Optimization of Person Re-Identification through Visual Descriptors.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Simultaneous Segmentation of Multiple Retinal Pathologies Using Fully Convolutional Deep Neural Network.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

Cellular Community Detection for Tissue Phenotyping in Histology Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Detailed Sentence Generation Architecture for Image Semantics Description.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

End to End Person Re-Identification for Automated Visual Surveillance.
Proceedings of the IEEE International Conference on Image Processing, 2018

Arterioles and Venules Classification in Retinal Images Using Fully Convolutional Deep Neural Network.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-Based Person Re-identification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
Multiscale segmentation of exudates in retinal images using contextual cues and ensemble classification.
Biomed. Signal Process. Control., 2017

Fast Optic Disc Segmentation in Retina Using Polar Transform.
IEEE Access, 2017

Fast Optic Disc Segmentation in Retinal Images Using Polar Transform.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Automated quantification of retinal vessel morphometry in the UK biobank cohort.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Weighted hybrid features for person re-identification.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

2016
Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies.
Comput. Biol. Medicine, 2016

2015
QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size - An automated system for quantification of retinal vessels morphology.
Expert Syst. Appl., 2015

Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy.
Comput. Medical Imaging Graph., 2015

Automated retinal vessel recognition and measurements on large datasets.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification.
Int. J. Comput. Assist. Radiol. Surg., 2014

Automated Arteriole and Venule Recognition in Retinal Images using Ensemble Classification.
Proceedings of the VISAPP 2014, 2014

2013
Retinal image segmentation and quantification of vessel width in non-standard retinal datasets.
PhD thesis, 2013

Application of Morphological Bit Planes in Retinal Blood Vessel Extraction.
J. Digit. Imaging, 2013

Quantification of blood vessel calibre in retinal images of multi-ethnic school children using a model based approach.
Comput. Medical Imaging Graph., 2013

2012
An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation.
IEEE Trans. Biomed. Eng., 2012

Blood vessel segmentation methodologies in retinal images - A survey.
Comput. Methods Programs Biomed., 2012

An approach to localize the retinal blood vessels using bit planes and centerline detection.
Comput. Methods Programs Biomed., 2012

A Model Based Approach for Vessel Caliber Measurement in Retinal Images.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Ensemble Classification System Applied for Retinal Vessel Segmentation on Child Images Containing Various Vessel Profiles.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011
Retinal Vessel Extraction Using First-Order Derivative of Gaussian and Morphological Processing.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

A supervised method for retinal blood vessel segmentation using line strength, multiscale Gabor and morphological features.
Proceedings of the 2011 IEEE International Conference on Signal and Image Processing Applications, 2011

2003
Exploiting peer group concept for adaptive and highly available services
CoRR, 2003


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