Publications (118) MANUEL FELIPE MUCIENTES MOLINA publications

2024

  1. REACH: Researching Efficient Alignment-based Conformance Checking

    Expert Systems with Applications, Vol. 241

2023

  1. A full data augmentation pipeline for small object detection based on generative adversarial networks

    Pattern Recognition, Vol. 133

  2. Depth Estimation and Image Restoration by Deep Learning From Defocused Images

    IEEE Transactions on Computational Imaging, Vol. 9, pp. 607-619

  3. Downsampling GAN for Small Object Data Augmentation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Few-Shot Image Classification for Automatic COVID-19 Diagnosis

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Real-time siamese multiple object tracker with enhanced proposals

    Pattern Recognition, Vol. 135

  6. Relation Networks for Few-Shot Video Object Detection

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  7. Spatiotemporal tubelet feature aggregation and object linking for small object detection in videos

    Applied Intelligence, Vol. 53, Núm. 1, pp. 1205-1217

2022

  1. 2HDED:NET FOR JOINT DEPTH ESTIMATION AND IMAGE DEBLURRING FROM A SINGLE OUT-OF-FOCUS IMAGE

    Proceedings - International Conference on Image Processing, ICIP

  2. A few-shot approach for COVID-19 screening in standard and portable chest X-ray images

    Scientific Reports, Vol. 12, Núm. 1

  3. Automatic linguistic reporting of customer activity patterns in open malls

    Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3369-3395

  4. Efficient edge filtering of directly-follows graphs for process mining

    Information Sciences, Vol. 610, pp. 830-846

  5. Fast Multi-Object Tracking with Feature Pyramid and Region Proposal Networks

    Proceedings - International Conference on Pattern Recognition

  6. Tracking more than 100 arbitrary objects at 25 FPS through deep learning

    Pattern Recognition, Vol. 121

2021

  1. Estimation of Customer Activity Patterns in Open Malls by Means of Combining Localization and Process Mining Techniques

    Advances in Intelligent Systems and Computing

  2. Real-Time Multiple Object Visual Tracking for Embedded GPU Systems

    IEEE Internet of Things Journal, Vol. 8, Núm. 11, pp. 9177-9188

  3. STDnet-ST: Spatio-temporal ConvNet for small object detection

    Pattern Recognition, Vol. 116

  4. Short-term anchor linking and long-term self-guided attention for video object detection

    Image and Vision Computing, Vol. 110

  5. Spatio-Temporal Object Detection from UAV On-Board Cameras

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020

  1. Autonomous navigation for UAVs managing motion and sensing uncertainty

    Robotics and Autonomous Systems, Vol. 126