Dark Channel Processing for Medical Image Enhancement

06/30/2021
by   Anukriti Singh, et al.
1

The images obtained through biomedical instruments are not always satisfactory. They are often blurred or vague. Doctors or researchers undergo a lot of problems because of these artefacts. Our research concentrated on image processing system which enhance these biomedical images. Dark channel used for this purpose followed by transmission maps which are calculated for every image. The radiance in the image is recovered and soft matting is used. Satisfactory results were obtained which showed clearer biomedical images. Further SSIM values and correlation factor are calculated to compare the results. The results were tested for ultrasound and microscopic medical images.

READ FULL TEXT

page 1

page 4

page 5

research
04/19/2023

Cross-Reference Transformer for Few-shot Medical Image Segmentation

Due to the contradiction of medical image processing, that is, the appli...
research
03/16/2023

Machine learning based biomedical image processing for echocardiographic images

The popularity of Artificial intelligence and machine learning have prom...
research
07/19/2017

Real-Time Impulse Noise Removal from MR Images for Radiosurgery Applications

In the recent years image processing techniques are used as a tool to im...
research
04/04/2023

A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement

Medical images are extremely valuable for supporting medical diagnoses. ...
research
02/14/2018

The Multiscale Bowler-Hat Transform for Vessel Enhancement in 3D Biomedical Images

Enhancement and detection of 3D vessel-like structures has long been an ...
research
12/21/2016

Image biomarker standardisation initiative

While analysis of medical images has practically taken place since the f...
research
08/13/2014

Gradient Distribution Priors for Biomedical Image Processing

Ill-posed inverse problems are commonplace in biomedical image processin...

Please sign up or login with your details

Forgot password? Click here to reset