EVALUATION OF INTERA CTIVE AND NON - INTERACTIVE SEGMENTA TION ALGORITHMS
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 4, Issue 6
Abstract
This paper presents the evaluation framework for both Interactive and Non - interactive segmentation. For the evaluation of interactive segmentation, four algori thms, SRG, BPT, IGC and SIOX are considered. These algorithms evaluated by considering the accuracy and efficiency measures. Boundary accuracy is measured by fuzzify Jaccard index and object accuracy is measured by binary Jaccard index. It is found that the performance of BPT and IGC is almost same a nd better than SRG and SIOX. For the evaluation of non - interactive segmentation a new framework is proposed, which is based on composite ground truth. A composite ground truth is constructed by using input segmentation and multiple ground truths. Distance measure is used to measure the quality of segmentation. The proposed measure is compared with F - measure and Probabilistic (PR) index. the proposed method produces the closest results to the human perception
Authors and Affiliations
Sameena Banu , Apparao Giduturi,
Keywords
Related Articles
- EP ID EP142964
- DOI -
- Views 66
- Downloads 0
A New Approach Towards
This paper presents various approaches and analysis made on infinity with this a new approach towards infinity is presented in this paper . Various curious question about infinity is covered . The impa streams is very...
How best Capacity Planning can be done in an IT Organization
It is very common for an IT Organization to manage system performance in a reactionary fashion, analyzing, and correcting performance problems as users report them. When problems occur, hopefully system administr...
A Flexible Communication of Group Key Agreement
Key transfer protocols rely on a mutually trusted Group Key Agreement (GKA ) to select session keys and transport session keys to all communication entities secretly. Most often, GKA encrypts session keys under another...
DEVELOPMENT OF INTEREST BASED COLLABORATIVE FILTERING RECOMMENDATION ENGINE
Recommender systems are used on the web for recommending products to users. Most of the electronic commerce sites have such systems. C ollaborative filtering is an important and popular technique for recommender syste...
A REVIEW ON PRE INSERTION RESISTOR SWITCH MECHANISM
In this paper an effort is made to review the inventions that have been done for the different delay mechanisms for the Pre insertion resistor switch and placement with the circuit breaker. Circuit breaker is used...