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Sevara Mardieva

10 works

Department Information Security, Tashkent University of Information Technologies Named after Muhammad al-Khwarizmi Tashkent, Tashkent 100200, Uzbekistan

  1. Novel Video Surveillance-Based Fire and Smoke Classification Using Attentional Feature Map in Capsule Networks

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +1

    ArticleFire Detection and Safety SystemsSensors20219 citations
    ABI

  2. MIRA-CAP: Memory-Integrated Retrieval-Augmented Captioning for State-of-the-Art Image and Video Captioning

    Sabina Umirzakova, Shakhnoza Muksimova, Sevara Mardieva +2

    ArticleMultimodal Machine Learning ApplicationsSensors20243 citations
    ABI

  3. Deep Encoder-Decoder Network-based Wildfire Segmentation and Detection Using Drone Images in Real Time

    Shakhnoza Muksimova, Sevara Mardieva, Young Im Cho

    PreprintFire Detection and Safety SystemsResearch Square20223 citations
    ABI

  4. Simplified Knowledge Distillation for Deep Neural Networks Bridging the Performance Gap with a Novel Teacher–Student Architecture

    Sabina Umirzakova, Mirjamol Abdullaev, Sevara Mardieva +2

    ArticleOnline Learning and AnalyticsElectronics20242 citations
    ABI

  5. Revolutionizing Wildfire Detection Through UAV-Driven Fire Monitoring with a Transformer-Based Approach

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +2

    ArticleFire Detection and Safety SystemsFire20241 citations
    ABI

  6. A lightweight attention-driven YOLOv5m model for improved brain tumor detection

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +3

    ArticleBrain Tumor Detection and ClassificationComputers in Biology and Medicine20251 citations
    ABI

  7. Iterative contextual and adaptive strategies for enhanced monocular depth estimation

    Sabina Umirzakova, Sevara Mardieva, Shakhnoza Muksimova +2

    ArticleAdvanced Vision and ImagingEngineering Applications of Artificial Intelligence20250 citations
    ABI

  8. Video Captioning with Spatio-Temporal Graph Transformers

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +2

    ChapterMultimodal Machine Learning ApplicationsLecture notes in computer science20250 citations
    ABI

  9. Breaking Barriers in Fire Detection – A Lightweight Model for Forest Surveillance

    Sabina Umirzakova, Shakhnoza Muksimova, Sevara Mardieva +2

    ChapterFire Detection and Safety SystemsLecture notes in computer science20250 citations
    ABI

  10. Lightweight adaptive AI for novel real-time facial expression recognition

    Sabina Umirzakova, Jushkin Baltayev, Sevara Mardieva +1

    ArticleEmotion and Mood RecognitionKnowledge-Based Systems20260 citations
    ABI