All Stories

  1. A benchmark of expert-level academic questions to assess AI capabilities

    Article • Nature, January 2026, Springer Science + Business Media

    Imad Ali Shah, Dr. Ville Heilala

  2. Hyperspectral Sensors and Autonomous Driving: Technologies, Limitations, and Opportunities

    Article • IEEE Open Journal of Vehicular Technology, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  3. CSNR and JMIM Based Spectral Band Selection for Reducing Metamerism in Urban Driving

    Article • IEEE Open Journal of Intelligent Transportation Systems, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  4. Impact of Inter-Modality Misalignment on Multispectral Object Detection

    Article • IEEE Open Journal of Vehicular Technology, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  5. Learnable Quantum Efficiency Filters for Urban Hyperspectral Segmentation

    Article • IEEE Open Journal of Vehicular Technology, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  6. Impact of Contrast Threshold on Event-Based Automotive Perception Performance

    Article • IEEE Open Journal of Vehicular Technology, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  7. Multi-Scale Spectral Attention Module-Based Hyperspectral Segmentation in Autonomous Driving Scenarios

    Article • IEEE Open Journal of the Computer Society, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  8. TFE-Fusion: Tri-Modality Feature Enhanced Fusion for Robust Object Detection

    Article • IEEE Open Journal of Vehicular Technology, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  9. Evaluation of Interpolation Methods for Image Downsampling in Automotive Computer Vision

    Article • October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  10. Hyperspectral vs. RGB for Pedestrian Segmentation in Urban Driving Scenes: A Comparative Study

    Article • October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  11. Humanity's Last Exam

    Article • May 2025, Springer Science + Business Media

    Imad Ali Shah, Dr. Ville Heilala

  12. V-CAS: A Realtime Vehicle Anti Collision System Using Vision Transformer on Multi-Camera Streams

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  13. Hyperspectral Imaging-Based Perception in Autonomous Driving Scenarios: Benchmarking Baseline Semantic Segmentation Models

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Imad Ali Shah

  14. SFA-UNet: More Attention to Multi-Scale Contrast and Contextual Information in Infrared Small Object Segmentation

    Article • September 2024, Springer Science + Business Media

    Imad Ali Shah

  15. Assessment of parental satisfaction with paediatric health services in public sector tertiary hospitals within a low-income setting using Patient Satisfaction Questionnaire (PSQ-18)

    Article • BMJ Paediatrics Open, February 2024, BMJ

    Imad Ali Shah

  16. MI²T-UNet: Integrating Multi-Scale Input Image and Top-hat Context for Infrared Small Object Segmentation

    Article • August 2023, Research Square

    Imad Ali Shah

  17. MI2T-UNet: Integrating Multi-Scale Input Image and Top-hat Context for Infrared Small Object Segmentation

    Article • July 2023, Research Square

    Imad Ali Shah