All Stories

  1. On The Necessity of Multi-disciplinarity in The Development of At-home Health Monitoring Platforms for Older Adults: Systematic review (Preprint)

    Article • April 2024, JMIR Publications Inc.

    Robert Fisher

  2. Using Deep Learning to Detect the Need for Forest Thinning: Application to the Lungau Region, Austria

    Article • Algorithms, September 2023, MDPI AG

    Robert Fisher

  3. A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot

    Article • ISPRS Journal of Photogrammetry and Remote Sensing, August 2023, Elsevier

    Robert Fisher

  4. A Robust Deformable Linear Object Perception Pipeline in 3D: From Segmentation to Reconstruction

    Article • IEEE Robotics and Automation Letters, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Robert Fisher

  5. Identifying Student Struggle by Analyzing Facial Movement During Asynchronous Video Lecture Viewing: Towards an Automated Tool to Support Instructors

    Article • January 2022, Springer Science + Business Media

    Robert Fisher

  6. When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs)

    Article • Applied Sciences, October 2020, MDPI AG

    Robert Fisher

  7. RGB-D-Based Framework to Acquire, Visualize and Measure the Human Body for Dietetic Treatments

    Article • Sensors, July 2020, MDPI AG

    Robert Fisher

  8. Automatic Hierarchical Classification of Kelps Using Deep Residual Features

    Article • Sensors, January 2020, MDPI AG

    Robert Fisher, Professor Ferdous Sohel

  9. Classification of Ten Skin Lesion Classes: Hierarchical KNN versus Deep Net

    Article • January 2020, Springer Science + Business Media

    Robert Fisher

  10. Incremental Unsupervised Domain-Adversarial Training of Neural Networks

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Robert Fisher

  11. 3D Technologies to Acquire and Visualize the Human Body for Improving Dietetic Treatment

    Article • Proceedings, November 2019, MDPI AG

    Robert Fisher

  12. Semantic Segmentation of SLAR Imagery with Convolutional LSTM Selectional AutoEncoders

    Article • Remote Sensing, June 2019, MDPI AG

    Robert Fisher

  13. SDF-MAN: Semi-Supervised Disparity Fusion with Multi-Scale Adversarial Networks

    Article • Remote Sensing, February 2019, MDPI AG

    Robert Fisher

  14. Color Homography: Theory and Applications

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Robert Fisher

  15. Deep Image Representations for Coral Image Classification

    Article • IEEE Journal of Oceanic Engineering, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Robert Fisher, Professor Ferdous Sohel

  16. Consistent Semantic Annotation of Outdoor Datasets via 2D/3D Label Transfer

    Article • Sensors, July 2018, MDPI AG

    Robert Fisher

  17. Segmentation of Oil Spills on Side-Looking Airborne Radar Imagery with Autoencoders

    Article • Sensors, March 2018, MDPI AG

    Robert Fisher

  18. Understanding how fish speeds vary by temperature when you have very noisy data

    Article • IET Computer Vision, November 2017, the Institution of Engineering and Technology (the IET)

    Robert Fisher, Dr. Cigdem Beyan