Image Fusion for Multi-Focus and Multi-Exposure Images
The natural dynamic range is much broader than the dynamic range a digital camera can capture. As a result, the images captured by ordinary cameras suffer from visibility issues; some images look overly bright, while others look overly dark. Therefore, in the research, we will investigate the solution for image fusion, where multiple images can be combined to produce a single comprehensive image with better perceptibility. The study will investigate and design artificial intelligence-based techniques to combine images taken from different modalities under different focuses and lighting conditions to produce a single comprehensive image. In addition to generic images, this technique is helpful for medical images where images taken from different modalities, such as X-rays and MRIs, are combined to produce a single image containing all the sources' information.
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