Search Results for author: Muhammad Moazam Fraz

Found 8 papers, 2 papers with code

'Aariz: A Benchmark Dataset for Automatic Cephalometric Landmark Detection and CVM Stage Classification

2 code implementations15 Feb 2023 Muhammad Anwaar Khalid, Kanwal Zulfiqar, Ulfat Bashir, Areeba Shaheen, Rida Iqbal, Zarnab Rizwan, Ghina Rizwan, Muhammad Moazam Fraz

The accurate identification and precise localization of cephalometric landmarks enable the classification and quantification of anatomical abnormalities.

Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review

no code implementations26 Aug 2022 Esha Sadia Nasir, Arshi Perviaz, Muhammad Moazam Fraz

Instance segmentation of nuclei and glands in the histology images is an important step in computational pathology workflow for cancer diagnosis, treatment planning and survival analysis.

Instance Segmentation Segmentation +2

Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection

no code implementations29 Mar 2022 Arshi Parvaiz, Muhammad Anwaar Khalid, Rukhsana Zafar, Huma Ameer, Muhammad Ali, Muhammad Moazam Fraz

Among these algorithms, Vision Transformers are evolved as one of the most contemporary and dominant architectures that are being used in the field of computer vision.

Lesion Detection Medical Diagnosis

Orientation Aware Weapons Detection In Visual Data : A Benchmark Dataset

no code implementations4 Dec 2021 Nazeef Ul Haq, Muhammad Moazam Fraz, Tufail Sajjad Shah Hashmi, Muhammad Shahzad

For training our model for weapon detection a new dataset comprising of total 6400 weapons images is gathered from the web and then manually annotated with position oriented bounding boxes.

object-detection Object Detection

Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images

no code implementations22 Jul 2019 Muhammad Shaban, Ruqayya Awan, Muhammad Moazam Fraz, Ayesha Azam, David Snead, Nasir M. Rajpoot

Digital histology images are amenable to the application of convolutional neural network (CNN) for analysis due to the sheer size of pixel data present in them.

Representation Learning

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