IMAGE ANALYSIS METHODS – ANALYSIS OF MAMMOGRAPHIC IMAGE BASED ON TEXTURAL FEATURES
Journal Title: Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska - Year 2013, Vol 3, Issue 4
Abstract
This paper presents an analysis of the possibility of using textural features for mammographic images classification. Textural features are calculated base on histogram, gradient matrix, run-length matrix, co-occurence matrix. Classification is based on k-NN classifier, the regions of interest can be classified as normal or abnormal. Results of some experiments are presented. All of abnormal regions were classified correctly.
Authors and Affiliations
Jagoda Lazarek
DIAGNOSTYKA DOKŁADNOŚCI WSKAZAŃ MULTIMETRÓW CYFROWYCH
Opisano sposoby obliczania błędu maksymalnego dopuszczalnego (BMD) oraz jego dwóch składowych: multiplikatywnej (BDmul) i addytywnej(BDadd). Wyjaśniono zasady diagnostyki dokładności wskazań multimetrów. Zaproponowa...
ANALYSIS OF THE EFFECT OF CONCRETE BASE ROUGHNESS ON THE PULL-OFF ADHESION OF THE TOPPING LAYER
In the civil engineering industry the durability of concrete floors is to a large characterized by the pull-off adhesion of the topping to the base. It is highly essential to properly prepare the interlayer bonding surfa...
APPLICATION OF HYDRAULIC AUTOMATION EQUIPMENT FOR THE EFFICIENCY ENHANCEMENT OF THE OPERATION ELEMENTS OF THE MOBILE MACHINERY
The application of adaptive drives in working units of various technological and mobile machines is considered. The results of theoretical and experimental research have proved the effectiveness of their use for improvin...
SELECTED PROBLEMS OF EVALUATION AND CLASSIFICATION OF HISTORICAL BUILDINGS USING ROUGH SETS
The paper presents the problems associated with multicriteria evaluation of historic buildings. The capabilities of modeling the monuments in order to use the Rough Sets approach for their evaluation were presented. The...
MANUFACTURING PLANNING AND CONTROL SYSTEM USING TOMOGRAPHIC SENSORS
The article presents an idea of a production process control system. Advanced automation and control of production processes play a key role in maintaining competitiveness. The proposed solution consists of sensor networ...