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Digital Image Processing Research Topics

 

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Digital Image Processing Research Topics 

3-D Volumetric Image Processing

  • Segment Lungs from 3-D Chest Scan
  • Register Multimodal 3-D Medical Images
  • 3-D Brain Tumor Segmentation Using Deep Learning
  • Compute 3-D Superpixels of Input Volumetric Intensity Image
  • Single Image Super-Resolution Using Deep Learning
  • Deep Learning Classification of Large Multiresolution Images
  • Semantic Segmentation of Multispectral Images Using Deep Learning
  • JPEG Image Deblocking Using Deep Learning
  • Image Processing Operator Approximation Using Deep Learning
Digital Image Processing Research Paper Topics

Image Classification using Neural Networks 

   A significant method used for classification is neural networks. Image Classification is used when we are unaware of the system and need to create a relation between input and output data. Neural networks work like Brain neurons. It consists of different layers where the first layer takes the input and puts it into the internal layer known as the Input layer. The outer layer takes the output from the internal layer and gives it to the outer layer. To better understand it, let’s see Dip projects one code example using Patient health records.

Example Neural Networks 

  • Artificial Neural Network
  • Convolutional Neural Network 
  • Deep Neural Network
  • Lightweight Neural Network
  • Slice Net, Deep U-Net, and PyramidNet

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