List of publications

You can also check out my Google Scholar profile

Latest Research

• Automated Real-World Video Analysis of Sit-to-Stand Transitions Predicts Parkinson’s Disease Severity
  Morgan C., Masullo A., Mirmehdi M., Isotalus H., Jovan F., McConville R., Tonkin E., Whone A. & Craddock I.
  August 2023, Digit Biomark.
• Toward Enhanced Clinical Decision Support for Patients Undergoing a Hip or Knee Replacement
  Grant S., Tonkin E., Craddock I., Blom A., Holmes M., Judge A., Masullo A., Perello Nieto M., Song H., Whitehouse M., Flach P. & Gooberman-Hill R.
  April 2023, JMIR.
• Personalized Energy Expenditure Estimation: Visual Sensing Approach With Deep Learning
  Perrett T., Masullo A., Damen D., Burghardt T., Craddock I. & Mirmehdi M.
  September 2022, JMIR.
• Inertial Hallucinations - When Wearable Inertial Devices Start Seeing Things
  Masullo A., Perrett T., Burghardt T., Damen D. & Mirmehdi M.
  May 2022, arXiv.
• Temporal-Relational CrossTransformers for few-shot action recognition
  Perrett T., Masullo A., Burghardt T., Mirmehdi M. & Damen D.
  June 2021, Computer Vision and Pattern Recognition 2021 (CVPR).
• Data labelling in the wild: annotating free-living activities and Parkinson’s disease symptoms
  Morgan C., Heidarivincheh F., Craddock I., McConville R., Perello Nieto M., Tonkin E., Masullo A., Vafeas A., Kim M., McNaney R., Tourte G. & Whone A.
  March 2021, International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops).
• No Need for a Lab: Towards Multi-sensory Fusion for Ambient Assisted Living in Real-world Living Homes
  Masullo A., Perrett T., Damen D., Burghardt T. & Mirmehdi M.
  February 2021, International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP)
• Multimodal Classification of Parkinson’s Disease in Home Environments with Resiliency to Missing Modalities
  Heidarivincheh F., McConville R., Morgan C., McNaney R., Masullo A., Mirmehdi M., Whone A. & Craddock A.
  January 2021, MDPI Sensors.
• Meta-Learning with Context-Agnostic Initialisations
  Perrett T., Masullo A., Burghardt T., Mirmehdi M. & Damen D.
  September 2020, Asian Conference on Computer Vision
• Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications
  Masullo A., Burghardt T., Damen D., Perrett T. & Mirmehdi M.
  April 2020, MDPI Sensors.
• Who Goes There? Exploiting Silhouettes and Wearable Signals for Subject Identification in Multi-Person Environments
  Masullo A., Burghardt T., Damen D., Perrett T. & Mirmehdi M.
  October 2019, International Conference on Computer Vision Workshop
• Sit-to-Stand Analysis in the Wild Using Silhouettes for Longitudinal Health Monitoring
  Masullo A., Burghardt T., Perrett T., Damen D. & Mirmehdi M.
  August 2019, Lecture Notes in Computer Science (ICIAR).
• CaloriNet: From silhouettes to calorie estimation in private environments
  Masullo A., Burghardt T., Damen D., Hannuna S., Ponce-López V. & Mirmehdi M.
  September 2018, British Machine Vision Conference.
• Semantically Selective Augmentation for Deep Compact Person Re-Identification
  Ponce-López V., Burghardt T., Hannunna S., Damen D., Masullo A. & Mirmehdi M.
  August 2018, European Conference on Computer Vision Workshops.

PhD (Particle Image Velocimetry)

• On dealing with multiple correlation peaks in PIV
  Masullo A. & Theunissen R.
  May 2018, Experiments in Fluids
• Automated mask generation for PIV image analysis based on pixel intensity statistics
  Masullo A. & Theunissen R.
  May 2017, Experiments in Fluids
• On the applicability of numerical image mapping for PIV image analysis near curved interfaces
  Masullo A. & Theunissen R.
  Apr 2017, Measurement Science and Technology
• POD-based Background Removal for Particle Image Velocimetry
  Mendez M. A., Raiola M., Masullo A., Discetti S., Ianiro A., Theunissen R. & Buchlin J-M.
  Jan 2017, Experimental Thermal and Fluid Science
• Improvement of PIV dynamic range in the presence of velocity gradients using multiple correlation peak analysis and self-adaptive windows
  Masullo A. & Theunissen R.
  Jul 2016, The International Symposia on Applications of Laser Techniques to Fluid Mechanics
• Near-wake analysis of perforated disks with varying hole topology
  Theunissen R., Worboys R. & Masullo A.
  Jul 2016, The International Symposia on Applications of Laser Techniques to Fluid Mechanics
• Adaptive vector validation in image velocimetry to minimise the influence of outlier clusters
  Masullo A. & Theunissen R.
  Mar 2016, Experiments in Fluids

Research Assistant (Aerospace Engineering)

• Improvement in universal PIV outlier detection by means of coherence adaptivity
  Masullo A. & Theunissen R.
  Sep 2015, 11th International Symposium on Particle Image Velocimetry
• The feasibility of using CFD meshing in PIV image processing near curvy interfaces
  Masullo A. & Theunissen R.
  Sep 2015, 11th International Symposium on Particle Image Velocimetry
• Improved and robust universal PIV/PTV outlier detection in the presence of clusters
  Masullo A. & Theunissen R.
  Jun 2015, 10th Pacific Symposium on Flow Visualization and Image Processing