Application of SIFT and SURF Detectors for Medical X-Ray Images
Journal Title: Journal of Medical Science And clinical Research - Year 2016, Vol 4, Issue 3
Abstract
Detecting, identifying, and recognizing salient regions or feature points in images is a very important and fundamental problem in computer vision and robotics. For gray scale x-ray images, stable and repeatable salient features that are invariant to a variety of effects like rotation, scale changes, view point changes, noise, or change in illumination conditions can provide better classification results.This paper compares two different methods for scale and rotation invariant interest point/feature detector and descriptor: Scale Invariant Feature Transform (SIFT) and Speed Up Robust Features (SURF). It also presents a way to extract distinctive invariant features from gray scale X-ray images that can be used to perform reliable matching between different views of an object/scene
Authors and Affiliations
Prachi. G. Bhende
Keywords
Related Articles
- EP ID EP209433
- DOI -
- Views 72
- Downloads 0
Study on RDW (Red Cell Distribution Width) in Relation to RV Diastolic Dysfunction in COPD Patients
COPD has a systemic inflammatory effect which extends beyond the pulmonary system resulting in a state of persistent low-grade systemic inflammation and this inflammation has been proposed as a key element in the associa...
Role of Diagnostic Laparoscopy in Evaluation of Infertile Women -A Retrospective Study
Background: The aim of the study is to detect the role of diagnostic laparoscopy in detecting uterine, ovarian and pelvic pathologies in infertile women. It should be offered to all infertility cases who have completed a...
Limited Sclerosis- A Rare Connective Tissue Disorder- A Case Report
Limited cutaneous scleroderma is a rare connective tissue disorder characterised by thickening of skin limited to the distal aspect of limbs and face and the basic pathology is functional and structural vascular alterati...
Evaluation of Epigastric Pain in Our Study Group
Aim and Objectives: the objective of this study is to determine the prevalence of epigastric pain in our study population. To detect the commonest age group presented with epigastric pain. To determine the commonest caus...
Ischemia Modified Albumin –An Early Marker of Myocardial Ischemia
Introduction: Coronary heart disease (ischemic heart disease-IHD) is projected to be the leading cause of death by 2030, accounting for 25-30% of deaths in industrialized countries. Aim and objective: To estimate serum I...