Soft-Edge Assisted Network for Single Image Super-Resolution
Product Description
Domain: Image
Processing Tool: MATLAB R2018a
Objective:
The main aim of this project is used to enhance the
image by using deep learning techniques.
Abstract:
Single image super-resolution (SISR) is an extremely hot topic in the field of computer vision, which aims to reconstruct a super-resolution (SR) image from a single low resolution (LR) one. The soft edge has been widely applied in many computer vision tasks as the role of an important image feature. A soft edge reconstruction network is the CNN model used to reconstruct the image soft-edge directly from the LR image. The Edge Net can work independently for the image soft-edge reconstruction, or be embedded as a subnet into any SR model to provide image soft-edge prior for high-quality SR image reconstruction. In the proposed system we used to improve the visibility of underwater images, early researchers use the traditional techniques of image processing. The method of image contrast enhancement on the basis of the contrast distribution at the boundaries of objects and background on the image is proposed.
Proposed
System:
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Package Includes
Software Projects Includes
- Demo Video
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- Base paper
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The Delivery time for software projects is 2 -3 working days. Some of the software projects will require Hardware interface. Please go through the hardware Requirements in the abstract carefully. The Hardware will take 7-8 Working Days
Hardware Projects Includes
- Demo Video
- Abstract
- Base paper
- Full Project PPT
- Datasheets
- Circuit Diagrams
- Source Code
- Screen Shots & Photos
- Software Links
- Reference Papers
- Lit survey
- Full Project Documentation
- Online support
The Delivery time for Hardware
projects is 7-8 working days.
Mini Projects: Software Includes
- Demo Video
- Abstract
- Base paper
- Full Project PPT
- UML Diagrams
- SRS
- Source Code
- Screen Shots
- Software Links
- Reference Papers
- Full Project Documentation
- Online support
The
Delivery time for software Miniprojects is 2 -3 working days.
Mini Projects - Hardware includes
- Demo Video
- Abstract
- PPT
- Datasheets
- Circuit Diagrams
- Source Code
- Screen Shots & Photos
- Software Links
- Reference Papers
- Full Project Documentation
- Online
support
The Delivery time for Hardware Mini projects is 7-8 working days.