In this paper, we propose to use K-means clustering for the classification of feature set obtained from the histogram refinement method. Histogram refinement provides a set of features for proposed for Content Based Image Retrieval (CBIR). Standard histograms, because of their efficiency and insensitivity to small changes, are widely used for content based image retrieval. But the main disadvantage of histograms is that many images of different appearances can have similar histograms because histograms provide coarse characterization of an image. Hence histogram refinement method further refines the histogram by splitting the pixels in a given bucket into several classes based on color coherence vectors. Several features are calculated for each of the cluster and these features are further classified using the K-means clustering.

Did you like this research project?

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

PROJECT TITLE : An Analytical Approach for Soil and Land Classification System using Image Processing ABSTRACT: Land mapping and classification have piqued the interest of experts in recent decades for a variety of reasons.
PROJECT TITLE : Detection of Peach Disease Image Based on Asymptotic Non-Local Means and PCNN-IPELM ABSTRACT: This paper proposes a peach disease detection method based on the asymptotic non-local means (ANLM) image algorithm
PROJECT TITLE : 3D Neuron Reconstruction in Tangled Neuronal Image With Deep Networks ABSTRACT: Understanding how the brain works requires tracing or digital reconstruction of 3D neuron models. For the clean neuronal image with
PROJECT TITLE : A Biological Vision Inspired Framework for Image Enhancement in Poor Visibility Conditions ABSTRACT: For many computer vision applications, image augmentation is an essential pre-processing step, especially for
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