Digital Image Processing PhD Topics


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Digital Image Processing Phd Topics Areas 

  • DSP systems
  • Medical Image processing
  • Wireless sensor networks
  • LTE networks
  • Advanced Robotics and Machine vision
  • Artificial Intelligence(Expert systems, Neural networks)
  • Control systems
  • Communication systems
  • Satellite Image processing
  • Internet of things
  • Embedded applications

Medical Images

  • DICOM image support
  • Support for 2D, 3D, 4D, and 5D datasets
  • CT images
  • MRI brain images
  • Images from Mammograms and thermograms
  • X-ray images of the heart
  • Bone fracture images
  • Non-body parts
  • Retinal images
  • PET and PET-CT
  • Image properties like T1, T2 and PD images(White matter, grey mater and CSV)
PhD Research topics on digital image processing projects

Imaging Techniques and Tools

Imaging Techniques

  • Magnetic Resonance imaging
  • Ultrasound
  • Tactile imaging
  • Medical photography and nuclear medicine
  • Positron emission tomography
  • Single-photon emission computed tomography
  • Medical X-ray imaging
  • Indocyanine green imaging
  • 4D ultrasound imaging
  • 5D imaging( for Dynamic cardiac CT scan, gated cardiac MRI, LV regional abnormality detection, LV segmentation on MRI )

Imaging Tools

  • AFNI
  • MRIcro
  • MrGray
  • SPM
  • MGH
  • Surefit

Applications of Medical Image processing

  • Brain Tissue Classification or Segmentation
  • Tumor imaging and diagnosis
  • Brain multiple sclerosis or Segmentation
  • Conversion of the 2D brain to 3D brain
  • Kidney stone detection
  • Knee and bone Segmentation
  • Bone strength and osteoporosis
  • Heart vehicle Segmentation
  • Lung Nodule Segmentation
  • Computer-aided diagnosis using mammography
  • Angiography and tortuosity

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