Muhammad Moazam Fraz
Orcid: 0000-0003-0495-463XAffiliations:
- 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 85 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on scopus.com
-
on orkg.org
-
on orcid.org
On csauthors.net:
Bibliography
2024
AFINITI: attention-aware feature integration for nuclei instance segmentation and type identification.
Neural Comput. Appl., October, 2024
Intelligent Fisheries: Cognitive Solutions for Improving Aquaculture Commercial Efficiency Through Enhanced Biomass Estimation and Early Disease Detection.
Cogn. Comput., September, 2024
PakVehicle-ReID: a multi-perspective benchmark for vehicle re-identification in unconstrained urban road environment.
Multim. Tools Appl., May, 2024
Breast lesions segmentation and classification in a two-stage process based on Mask-RCNN and Transfer Learning.
Multim. Tools Appl., April, 2024
Multim. Tools Appl., February, 2024
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Beyond local patches: Preserving global-local interactions by enhancing self-attention via 3D point cloud tokenization.
Pattern Recognit., 2024
Cloud security in the age of adaptive adversaries: A game theoretic approach to hypervisor-based intrusion detection.
J. Syst. Archit., 2024
A two-stage regression framework for automated cephalometric landmark detection incorporating semantically fused anatomical features and multi-head refinement loss.
Expert Syst. Appl., 2024
Unlocking plant secrets: A systematic review of 3D imaging in plant phenotyping techniques.
Comput. Electron. Agric., 2024
Enhancing Cephalometric Landmark Detection with a Two-Stage Cascaded CNN on Multi-resolution Multi-modal Data.
Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024
An Attention-Driven Hybrid Network for Survival Analysis of Tumorigenesis Patients Using Whole Slide Images.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 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
Mach. Vis. Appl., March, 2023
Residual learning with annularly convolutional neural networks for classification and segmentation of 3D point clouds.
Neurocomputing, March, 2023
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
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
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
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images.
CoRR, 2022
CoRR, 2022
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
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022
Schema Based Knowledge Graph for Clinical Knowledge Representation from Structured and Un-structured Oncology Data.
Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2022
Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis, 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
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
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
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
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
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
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
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
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018
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
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
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
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
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
Comput. Methods Programs Biomed., 2012
An approach to localize the retinal blood vessels using bit planes and centerline detection.
Comput. Methods Programs Biomed., 2012
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