Multispectral and hyper spectral image fusion aspires to improve the spectral information and spatial details. Previous fusion algorithms have concentrated on spectral information and spatial details, but those fused images have missed its sharpening. This paper is introduced the ripple type-II (RT-II) transform and deep neural network (DNN). RT -II transform can be decomposed both multispectral and hyper spectral images, then DNN are used for recognize the complementary features and sharpened the decomposed images. Then applied the fused rules for fuse the both images and applied inverse RT -II transform to get fused image. In this paper, the proposed method gets better entropy, standard deviation (SD), Correlation Coefficient (CC), Edge-Dependent Fusion Quality Index (EDFQI), Edge Based Similarity Measure (EBSM), Structural similarity (SSIM) as compared with other methods. The best way of analyzing the concepts of date and image fusion methods is to perform fusion based analysis in multimedia based tools.so that an end user can understand easily. The aspects like video, sound, text, animation, graphics have been elucidated by means of multimedia tools.
Multimedia Tools and Applications – Springer Journals
Published: Feb 5, 2020
It’s your single place to instantly
discover and read the research
that matters to you.
Enjoy affordable access to
over 18 million articles from more than
15,000 peer-reviewed journals.
All for just $49/month
Query the DeepDyve database, plus search all of PubMed and Google Scholar seamlessly
Save any article or search result from DeepDyve, PubMed, and Google Scholar... all in one place.
Get unlimited, online access to over 18 million full-text articles from more than 15,000 scientific journals.
Read from thousands of the leading scholarly journals from SpringerNature, Wiley-Blackwell, Oxford University Press and more.
All the latest content is available, no embargo periods.
“Hi guys, I cannot tell you how much I love this resource. Incredible. I really believe you've hit the nail on the head with this site in regards to solving the research-purchase issue.”Daniel C.
“Whoa! It’s like Spotify but for academic articles.”@Phil_Robichaud
“I must say, @deepdyve is a fabulous solution to the independent researcher's problem of #access to #information.”@deepthiw
“My last article couldn't be possible without the platform @deepdyve that makes journal papers cheaper.”@JoseServera