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Denman, Simon

  1. Deep Learning for Medical Anomaly Detection -- A Survey
    2020/12/04 by Fernando, Tharindu, Gammulle, Harshala, Denman, Simon +2 · 28 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
  2. Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition
    2017/04/04 by Harshala Gammulle, Gammulle, Harshala, Simon Denman +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  3. Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection
    2017/02/18 by Tharindu Fernando, Simon Denman, Fernando, Tharindu +5 · 4 citations
    Computer Science · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Human Pose and Action Recognition
  4. Predicting the Future: A Jointly Learnt Model for Action Anticipation
    2019/12/16 by Harshala Gammulle, Simon Denman, Gammulle, Harshala +5 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
  5. Tracking by Prediction: A Deep Generative Model for Mutli-Person localisation and Tracking
    2018/03/09 by Fernando, Tharindu, Denman, Simon, Sridharan, Sridha +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Forecasting Future Action Sequences with Neural Memory Networks
    2019/09/20 by Harshala Gammulle, Gammulle, Harshala, Simon Denman +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Time Series Analysis and Forecasting
  7. Multi-stage Learning for Radar Pulse Activity Segmentation
    2023/12/15 by Huang, Zi, Pemasiri, Akila, Denman, Simon +2 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. Sparse Convolutions on Continuous Domains for Point Cloud and Event\n Stream Networks
    2020/12/02 by Dominic Jack, Frédéric Maire, Jack, Dominic +5 · 1 citation
    Medicine · #Optical Imaging and Spectroscopy Techniques
  9. Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings
    2021/06/30 by Tharindu Fernando, Fernando, Tharindu, Sridha Sridharan +7 · 1 citation
    Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Phonocardiography and Auscultation Techniques #Respiratory and Cough-Related Research #Sound (cs.SD) #electronic engineering #information engineering
  10. SESS: Saliency Enhancing with Scaling and Sliding
    2022/07/05 by Osman Tursun, Tursun, Osman, Simon Denman +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  11. Deep Learning Approaches for Seizure Video Analysis: A Review
    2023/12/18 by Ahmedt-Aristizabal, David, Armin, Mohammad Ali, Hayder, Zeeshan +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. RadDet: A Wideband Dataset for Real-Time Radar Spectrum Detection
    2025/01/06 by Zi Huang, Huang, Zi, Simon Denman +7 · 2 citations
    Computer Science · Engineering · #Advanced SAR Imaging Techniques #FOS: Electrical engineering #Radar Systems and Signal Processing #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
  13. End-to-End Domain Adaptive Attention Network for Cross-Domain Person\n Re-Identification
    2020/05/06 by Amena Khatun, Khatun, Amena, Simon Denman +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Video Surveillance and Tracking Methods
  14. Pose-driven Attention-guided Image Generation for Person Re-Identification
    2021/04/28 by Amena Khatun, Simon Denman, Khatun, Amena +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  15. Automatic Radar Signal Detection and FFT Estimation using Deep Learning
    2024/02/29 by Pemasiri, Akila, Huang, Zi, Williams, Fraser +4 · 1 citation
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  16. HOTFormerLoc: Hierarchical Octree Transformer for Versatile Lidar Place Recognition Across Ground and Aerial Views
    2025/03/11 by Griffiths, Ethan, Haghighat, Maryam, Denman, Simon +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)