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Advanced Neural Network Applications

108 works

  1. YOLOv6 based cutting edge technology for salient object detection

    Haewon Byeon, Vijayalakshmi Chintamaneni, Umarova Nigorakhon Kholmatovna +1

    ArticleVisual Attention and Saliency DetectionAIP conference proceedings20250 citations
    ABI

  2. Lightweight Dual-Stream IDS: Feature-Pruned CNN-LSTM with Fast Random-Learning Aquila Optimisation

    Priya Nandihal, Anorgul Ashirova, Ravshan Sultanov +3

    ArticleAdvanced Neural Network Applications20250 citations
    ABI

  3. CNN-based segmentation methods in medical imaging

    Khurram Tangirov, Mirkamol Alimov, Islom Mengliyev +1

    ArticleBrain Tumor Detection and ClassificationAIP conference proceedings20250 citations
    ABI

  4. Brain-Tumor Segmentation Using U-Net Neural Network Architecture

    Otabek Puladjonov, Pooja Pooja, Ambuj Aggarwal

    ArticleBrain Tumor Detection and Classification20250 citations
    ABI

  5. A Simulation Test Platform for Visual Recognition Systems and Its Application

    Huang Xi, Fei Deng, Hao Zhang +2

    ArticleAutonomous Vehicle Technology and Safety20250 citations
    ABI

  6. Design and Validation of a Verification Platform for Enhancing Robustness of Image Object Recognition Systems

    Hao Zhang, Xiao Tao, Fei Deng +2

    ArticleAdversarial Robustness in Machine Learning20250 citations
    ABI

  7. Garbage Classification using Deep Learning: A Neural Network Approach for Automated Waste Sorting

    Sallauddin Mohmmad, Nagasri Pingili, Ravi Kumar Rachavaram +2

    ArticleMunicipal Solid Waste Management20250 citations
    ABI

  8. "Adaptive Thresholding" Method to Select Prominent Objects by Converting the Image to Black and White Format

    Shakhlo Sadullaeva, Ural Raimkulov, Daler Sharipov

    ArticleMedical Image Segmentation Techniques20250 citations
    ABI

  9. Accelerating CNN Model Training and Real-Time Face Recognition on GPU Optimized with OpenCL

    Mekhriddin Rakhimov, Shakhzod Javliev, Khurshid Turaev

    ArticleFace recognition and analysis20250 citations
    ABI

  10. AutoML-Driven Architecture Optimization for Efficient and Scalable Neural Network Design

    Zainab Kadum Jabber, Tholfiqar Z. Ismail, Nigora Yokubova +3

    ArticleMachine Learning and Data Classification20250 citations
    ABI

  11. Use of Neural Networks for Image Classification

    Yakhyoyev Azizjon Azim ugli

    ArticleAdvanced Neural Network ApplicationsZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  12. Accuracy Evaluation of Neural Network Models on Real-World Data

    Yakhyoyev Azizjon Azim ugli

    ArticleAdversarial Robustness in Machine LearningZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  13. Accuracy Evaluation of Neural Network Models on Real-World Data

    Yakhyoyev Azizjon Azim ugli

    ArticleAdversarial Robustness in Machine LearningZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  14. Use of Neural Networks for Image Classification

    Yakhyoyev Azizjon Azim ugli

    ArticleAdvanced Neural Network ApplicationsZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  15. AI-Based Image Quality and Lens Defect Analysis in Autonomous Driving: A Framework with U-Net-Based Soiling Detection

    Axmedov O’g’li

    ArticleAdvanced Neural Network ApplicationsAmerican Journal of Mechanics and Applications20250 citations
    ABI

  16. Enhancing medical image segmentation with adaptive convolution and dynamic high-frequency feature enhancement

    Wenguang Xu, Qian Dong, Shiren Li +5

    ArticleAI in cancer detectionThe Visual Computer20250 citations
    ABI

  17. YOLOv8-Based Real-Time Pedestrian Detection for Autonomous Public Transport Systems

    Ahmed Tareq Sadiq, Feruza Azizova, Sujeetha A +2

    ArticleAdvanced Neural Network Applications20250 citations
    ABI

  18. Edge Computing–Enabled Deep CNN for Real-Time Video Analytics in Drone-Based Surveillance

    Ahmed Tareq Sadiq, Manish Nandy, Khalmurad Akhmedov +3

    ArticleUAV Applications and Optimization20250 citations
    ABI

  19. A Novel Edge Computing-Based Real Time Object Detection for Autonomous Vehicles

    John Anad, Zokir Mamadiyarov, Ravinder Singh Kuntal +3

    ArticleAdvanced Neural Network Applications20250 citations
    ABI

  20. A Photonics-Enabled Framework for Intelligent Variable Traffic Sign Recognition and Anomaly Detection

    Ryum-Duck Oh, Mirjalol Fayzullaev, Shokhjakhon Abdufattokhov

    ArticleAdvanced Neural Network Applications20250 citations
    ABI

  21. Neuro-Symbolic AI for Self-Learning Intelligent Systems in Real-Time Industrial Automation

    K Madhura, Jawad Radhi Rustum Al-Assal, Omar Mohsen Hussein +3

    ArticleAdvanced Neural Network Applications20250 citations
    ABI

  22. Plant Disease Detection using Pre-Trained Deep Learning Models: A Study on Low-Quality Images

    Bakhteyar Ghafoor, Sibghat Ullah Bazai, Afnan Badar +4

    ArticleSmart Agriculture and AI20250 citations
    ABI

  23. Adaptive Context-Aware Vision-Based Quality Inspection Using Multi-Modal Deep Learning in Robotic Systems

    Zayd Ajzan Salami, Utkarsh Anand, Garifullina Alsu Robert Kizi +4

    ArticleFace recognition and analysis20250 citations
    ABI

  24. Remote Sensing Change Detection via a Spatial–Temporal Attention-Driven CNN–Transformer Architecture

    Mughair Aslam Bhatti, Ismatulla Khayrullayev, Muhammad Aamir +4

    ArticleRemote-Sensing Image Classification20250 citations
    ABI

  25. Traffic Sign Classification Using Histogram of Oriented Gradients in Autonomous Driving Assistance

    P. Sundara Bala Murugan, Sherkhanov Sultonmurod Davronboy Ugli, Mahesh Bhoopathy H +2

    ArticleVehicle License Plate Recognition20250 citations
    ABI