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Semantic JPEG image compression using deep convolutional neural network (CNN)

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Multi-Structure Region-of-interest

What this is ?

* Find all semantic regions in an image in a single pass
* Train without the localization data
* Maximize the number of objects detected (maybe all?)
* Need not be precise

What this is NOT ?

  • Not an object detector. For that checkout
    • Fast RCNN, Faster-RCNN
  • Not a weakly labelled class detector or Class activation Map For that checkout
    • Weakly detector
    • CAM
  • Not saliency map or guided backprop For that checkout
    • Lasagne saliency
    • Grad-CAM
  • Not Semantic segmentation For that checkout
    • Oxford CRF CNN
    • Fully convolutional neural network

What is the intended use ?

__Image Compression__

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Semantic JPEG image compression using deep convolutional neural network (CNN)

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