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MOSAIC Research Group focuses on interdisciplinary research in artificial intelligence, data processing, and multimodal systems. The group aims to develop innovative solutions by integrating various data types such as images, videos, text, and audio datasets.

Research Areas:

  1. Remote Sensing and Image Processing:

    • Analysis of satellite and aerial images, change detection, object recognition, and image captioning.
  2. Video and Audio Analysis:

    • Processing video and audio data for tasks such as localization, source detection, and event recognition.
  3. Radiology and Medical Imaging:

    • Development of AI models for medical imaging, including radiology image analysis for diagnosis and treatment planning.
  4. Natural Language Processing (NLP):

    • Modeling textual and linguistic data for caption generation and semantic analysis.
  5. Deep Learning and Multimodal Models:

    • Combining visual, auditory, and textual data to design advanced multimodal AI systems.
  6. Applied Artificial Intelligence:

    • Implementing AI solutions in fields like defense, agriculture, healthcare, urban planning, and energy.