Publicado en 3C Tecnología. Edición Especial/Special Issue – Noviembre/November 2021
Autores
Resumen
Image processing techniques of a chest X-ray image includes noise removal followed by segmentation, feature extraction to locate regions and classification. The chest image appears differently when viewed from different angles or under different lightings. Diagnosing TB stays a challenge. The customary medical specialty, even so count, variety ways, they are gradual and frequently unreliable. In ancient poster anterior chest radiographs, several clinical and diagnostic functions build use of computationally designed algorithms that assist in scientific diagnostic analysis by victimization acquisition of pictures. The Digital image may be a necessary medium for analyzing, annotating, patient’s demographics coverage in screening of TB via chest radiography. This paper deals with the essential segmentation methods of TB. In our methodology, this disease can be fastly and accurately identifiable by the merge segmentation methods of K means with Marker-based Watershed segmentation which has highest precision and recall values when compared to the several other segmentation methods which is been is discussed. More than 80 chest Xray images output for recall and precision is discussed here.
Artículo
Palabras clave
Watershed Segmentation, Marker-Based Watershed Segmentation, Otsu, K means, Gamma correction.Articulos relacionados
- Improved result of TSV and Slew aware 3D Gated Clock Tree Synthesis using charge recycling configuration
- Hybrid technique for improving underwater image
- An efficient Hybrid Active Power Filter (H-APF) for harmonic mitigation using compensation techniques
- IoT based vital signs monitoring system for human beings
- ADHAAR: A reliable Data Hiding techniques with (NNP2) Algorithmic Approach using X-ray images
- Identification of drivers drowsiness based on features extracted from EEG signal using SVM classifier
- A compact ultra-wide band patch antenna using defected ground structure
- Design of reconfigurable MEMS-PLL for high end turning circuits
- Energy efficient design of EHF-5G antennas with enhanced bandwidth for navigation satellite applications
- Encrypted fusion of face and iris biometrics