10832_download--65-.jpg

Sareh Rowlands

Magnetic Resonance Imaging (MRI) Deep Learning For Medical Image Diagnosis Egocentric Video Action Anticipation Histopathology Image Colorectal Cancer Detection Satellite Imagery Geometric Information Extraction
University of Exeter Department of Computer Science

About

Sareh Rowlands is a Senior Lecturer in Data Science within the vibrant Computer Science Department, specialising in the exciting areas of computer vision and machine learning. In the field of medical diagnosis, Sareh dedicates her efforts to advancing deep learning techniques to improve the detection of damage and abnormalities in medical imaging. From spotting fractures in X-ray images to diagnosing Alzheimer's disease using MRI scans and detecting colorectal cancer in histopathology images. Venturing into the realm of robotics, Sareh focuses on developing innovative approaches for understanding egocentric video and anticipating future actions. This research is paving the way for the creation of intelligent wearable agents that can assist humans in various tasks, enhancing productivity and safety in diverse settings. Her interest in environmental intelligence leads her to explore the intersection of machine learning and computer vision in analysing ecological data. From classifying species in camera trap images to mapping habitats and exploring ecological structures. In collaboration with Intelligent AI, Sareh leads a project aimed at extracting geometric information from satellite imagery to estimate insurance values for buildings. This partnership combines cutting-edge technology with practical applications, addressing real-world challenges in collaboration with industry experts.

Research Performance Summary

52
Total Papers
2221
Total Citations
12
H-Index
2008-2026
Active Research Span

First Recorded Paper

A new approach in super resolution based on an adaptive regularization parameter

Year: 2008

Citations: 11

Venue: 2008 3rd International Symposium on Communications, Control and Signal

Latest Recorded Paper

A Step towards Instrument-Agnostic Plankton Classification in the Shared Label Space of IFCB and FlowCam Data

Year: 2026

Citations: 0

Venue: IEEE Access

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
2
2025
8
2024
5
2023
5
2022
3
2019
1
2018
3
2017
6
2016
3
2015
7
2014
2

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 23
Journal 7
Book 0

Top Coauthors

Shirazi Rowlands Milford

Research Impact by Period

2025-2026

Period Stats
Papers 10
Citations 13
Avg. Citations / Paper 1.3
H-Index 1

2020-2024

Period Stats
Papers 13
Citations 87
Avg. Citations / Paper 6.7
H-Index 4

2015-2019

Period Stats
Papers 20
Citations 1563
Avg. Citations / Paper 78.2
H-Index 9

2010-2014

Period Stats
Papers 8
Citations 547
Avg. Citations / Paper 68.4
H-Index 4

2005-2009

Period Stats
Papers 1
Citations 11
Avg. Citations / Paper 11
H-Index 1

Contact and Professional Links

Contact Information

S.Rowlands@exeter.ac.uk

Detected Research Keywords

Graph Embedding Discriminant Embedding Discriminant Analysis Human Pose Estimation Encoding Temporal Evolution Real Time Action Time Action Prediction Bags Affine Subspaces Systematic Scoping Review Scoping Review Exploring Margin Analysis Breast