Computer Vision and Image Analysis for Industry 4.0

Computer Vision and Image Analysis for Industry 4.0

Dewan, M. Ali Akber; Ahad, Md Atiqur Rahman; Siddique, Nazmul; Arefin, Mohammad Shamsul

Taylor & Francis Ltd

12/2024

197

Mole

9781032187624

Pré-lançamento - envio 15 a 20 dias após a sua edição

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A Benchmark Dataset for Document Level Offline Bangla Handwritten Text Recognition (HTR) and Line Segmentation. 2. A New Approach Using Convolutional Neural Network for Crops and Weeds Classification. 3. Lemon Fruits Detection and Instance Segmentation Under Orchard Environment Using Mask R-CNN and YOLOv5. 4. A Deep Learning Approach in Detailed Fingerprint Identification. 5. Probing Skin Lesions and Performing Classification of Skin Cancer Using Efficient Net while Resolving Class Imbalance Using SMOTE. 6. Advanced Grad CAM: Improved Visual Explanations of CNN's decision in Diabetic Retinopathy. 7. Bangla Sign Language Recognition Using Concatenated BDSL Network. 8. Chest Xray Net: A Multi-class Deep Convolutional Neural Networks for Detecting Abnormalities in Chest X-Ray Images. 9. Achieving Human Level Performance on the Original Omniglot Challenge. 10. A Real-Time Classification Model for Bengali Character Recognition in Air-Writing. 11. A Deep Learning Approach for Covid-19 Detection in Chest X-Rays. 12. Automatic Image Captioning Using Deep Learning. 13. A Convolutional Neural Network Based Approach to Recognize Bangla Handwritten Characters. 14. Flood Region Detection Based on K-Means Algorithm and Color Probability. 15. Fabrication of Smart Eye Controlled Wheelchair for Disabled Person.
Computer vision;image analysis;Industry 4.0;Deep learning;Bangla NLP;Max Pooling Layers;CNN Model;Convolutional Layers;Roc Curve;Chest X-ray Images;Bangla Characters;Deep Convolutional Neural Network;F1 Score;Pre-trained Model;Convolution Layers;NPDR.;Line Segmentation;Data Set;Minority Class Samples;Deep Neural Network Model;Severe NPDR;Reference Translation;MNIST Dataset;50th Epoch;Five-fold Cross-validation Method;Flood Detection;Skin Lesion Images;Connected Component Labelling;Rt PCR Test;Scentless Mayweed