Images spread over internet as a wildfire which requires lots of space for storage too and image processing involves creating,captioning and retrieval. The algorithm of image retrieval using segmentation process is the basic concept of these Electronics and communication Engineering (ECE) project topics.
Project Title: Image retrieval using segmentation
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The given image is segmented into respective dominant components and these component features are used to extract the image by image retrieval process . All these processes comes under image processing and those features include measuring the distance between each components with respect to query components. The main advantage of this image retrieval is the selection of query component depends on the user and the extracted features such as texture, colour etc can be used for future use. Normally image retrieval process is carried out by addition of metadata such as captioning, keywords etc to the images where image retrieval process is made over annotation words.
There various methods of image retrieval whereas here we are going to use global feature based image retrieval method. This method also has a disadvantage where all the background features and object features are considered for image retrieval where the user only features single or few objects under consideration. In order to overcome this problem, there is a new method where the images are divided into homogenous segments and the subsets of that image are processed for image retrieval. In order to narrow the field of search by selecting the objects in image, a process of automated segmentation is used. The digital image database library is the main component where the selection of images take place and then they are subjected to segmentation. They automatically give rise to matching process which also ties up the retrieved segments and these type of ECE final projects create a base for other project topics to think over.
Electronics final year engineering projects for students are quite easier when compared to other engineering projects and this content may be helpful for the students who pursue their ECE final year of engineering projects study. The project topics and ideas are clearly visible in a downloadable form and hope students may be benefited by using this content.
Download: Image retrieval ECE project report