A5015154851- Sparse and Compressive Sensing Techniques
- Advanced Neural Network Applications
- Multimodal Machine Learning Applications
- Wound Healing and Treatments
- Advanced Image and Video Retrieval Techniques
- Optical Coherence Tomography Applications
- Diabetic Foot Ulcer Assessment and Management
- Image and Signal Denoising Methods
- Face recognition and analysis
- Pressure Ulcer Prevention and Management
- Biometric Identification and Security
- CCD and CMOS Imaging Sensors
- Medical Image Segmentation Techniques
Industrial University of Santander
2022-2024
Image captioning is a challenging task that connects two major artificial intelligence fields: computer vision and natural language processing. models use traditional images to generate description of the scene. However, scene could contain private information we want hide but still captions. Inspired by trend jointly designing optics algorithms, this paper addresses problem privacy-preserving captioning. Our approach promotes privacy preservation, hiding faces in images, during acquisition...
The tensor completion problem solves the recovery of corrupted data in a multidimensional array named as tensor. traditional approaches are based on transform singular value decomposition(tt-SVD). These minimize nuclear norm domain an orthogonal transformation to induce low tensorial rank representation. Hence, they require previous knowledge ensure representation and, therefore, good quality reconstruction. On other hand, wide progress deep learning diverse contexts, this paper presents...
This work introduces an imaging device that efficiently captures high-speed spectral videos along with a mathematical model allows reconstructs them from far fewer measurements than those required by conventional scanning devices. architecture modulates and multiplexes the spectral-temporal information into single compressed measurement introducing Dynamic Vision Sensor (SCAMP5) as detector in compressive snapshot image (CASSI) system. SCAMP5 sensor embeds processing data storage capability...