A Cartoon-Texture Approach for JPEG JPEG 2000 Decompression Based on TGV and Shearlet Transform


Decompression of JPEG/JPEG 2000 images using a cartoon-texture-based decomposition approach is discussed in this study. To rebuild piecewise smooth images with structured textures well, the novel infimal convolution-type regularisation coupled with TGV and shearlet transform has the property of representing the positions and orientations of singularities, which can be understood as oscillation texture portions. An L2 cost functional is included in the model to improve the quality of the reconstructed images. The discretization of this functional can then be solved using the generic proximal primal-dual approach. Using numerical simulations, we've found that our model beats both the trainable nonlinear response diffusion and TV and TGV variational approaches in terms of texture preservation.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : A Natural Language Process-Based Framework for Automatic Association Word Extraction ABSTRACT: In psychology, word association has been extensively explored for exposing mental representations and relationships
PROJECT TITLE : Parkinson’s Disease Identification using KNN and ANN Algorithms based on Voice Disorder ABSTRACT: Because of its vast use, speech signal processing has received a lot of attention in recent years. We lead a comparative
PROJECT TITLE : An efficient Android malware detection system based on method-level behavioral semantic analysis ABSTRACT: Every day, 12 000 new Android malware samples will be developed, according to a recent report. The efficient
PROJECT TITLE : Modeling of effective path-length based on rain cell statistics for total attenuation prediction in satellite link ABSTRACT: The ITU-R suggests a worldwide rain-attenuation prediction model for satellite links,
PROJECT TITLE : A Multi-Domain and Multi-Modal Representation Disentangler for Cross-Domain Image Manipulation and Classification ABSTRACT: Deep learning and computer vision have been focusing on the development of interpretable

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry