Deep learning-based image analysis u...
Raj, Alex Noel Joseph, (1979-)

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  • Deep learning-based image analysis under constrained and unconstrained environments
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Deep learning-based image analysis under constrained and unconstrained environments/ Alex Noel Joseph Raj, Vijayalakshmi G.V. Mahesh and Nersisson Ruban, editors.
    其他作者: Raj, Alex Noel Joseph,
    出版者: Hershey, Pennsylvania :IGI Global, : 2021.,
    面頁冊數: 1 online resource (xxi, 381 p.)
    內容註: Chapter 1. Computer processing of an image: an introduction -- Chapter 2. Brain tumor detection and classification based on histogram equalization using machine learning -- Chapter 3. Breast ultrasound image processing -- Chapter 4. Layer-wise tumor segmentation of breast images using convolutional neural networks -- Chapter 5. Breast cancer detection using random forest classifier -- Chapter 6. Pulomonary nodule classification from CT scan images using machine learning method -- Chapter 7. Segmentation of optic disc from fundus image based on morphology and SVM classifier -- Chapter 8. Performance analysis of VGG19 deep learning network based brain image fusion -- Chapter 9. Apple leaf disease identification based on optimized deep neural network -- Chapter 10. A new approach of deep learning-based Tamil vowels prediction using segmentation and U-net architecture -- Chapter 11. Edge enhancement method for detection of text from handwritten documents -- Chapter 12. A deep learning-based framework for accurate facial ethnicity classification and efficient query retrieval -- Chapter 13. Finding facial emotions from the clutter scenes using Zernike moments-based convolutional neural networks -- Chapter 14. Facial expression: psychophysiological study -- Chapter 15. Performance analysis of GAN architecture for effective facial expression synthesis -- Chapter 16. Deep convolutional neural network for object classification: under constrained and unconstrained environments.
    標題: Image analysis - Data processing. -
    電子資源: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-6690-9
    ISBN: 9781799866923 (ebk.)
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