Nugroho et al., 2020 - Google Patents
Automated detection of plasmodium ovale and malariae species on microscopic thin blood smear imagesNugroho et al., 2020
View PDF- Document ID
- 2143031692908560287
- Author
- Nugroho H
- Imaroh K
- Ardiyanto I
- Frannita E
- et al.
- Publication year
- Publication venue
- Int J Adv Soft Compu Appl
External Links
Snippet
Malaria is caused by Plasmodium and transmitted by female Anopheles mosquitoes bite. Early detection of malaria has been performed using microscopic thin blood smear images. Even so, in 2014, as many as 321 million times microscopic examination, there were …
- 238000001514 detection method 0 title abstract description 41
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
- G06K9/46—Extraction of features or characteristics of the image
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10024—Color image
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0012—Biomedical image inspection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/00127—Acquiring and recognising microscopic objects, e.g. biological cells and cellular parts
- G06K9/0014—Pre-processing, e.g. image segmentation ; Feature extraction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20112—Image segmentation details
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
- G06K9/38—Quantising the analogue image signal, e.g. histogram thresholding for discrimination between background and foreground patterns
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/62—Methods or arrangements for recognition using electronic means
- G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
- G06K9/00268—Feature extraction; Face representation
- G06K9/00281—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/00442—Document analysis and understanding; Document recognition
- G06K9/00456—Classification of image contents, e.g. text, photographs, tables
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20212—Image combination
- G06T2207/20224—Image subtraction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
- G06K9/20—Image acquisition
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/40—Analysis of texture
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K2209/00—Indexing scheme relating to methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration, e.g. from bit-mapped to bit-mapped creating a similar image
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Somasekar et al. | Segmentation of erythrocytes infected with malaria parasites for the diagnosis using microscopy imaging | |
US10839510B2 (en) | Methods and systems for human tissue analysis using shearlet transforms | |
Ross et al. | Automated image processing method for the diagnosis and classification of malaria on thin blood smears | |
Malihi et al. | Malaria parasite detection in giemsa-stained blood cell images | |
Ahirwar et al. | Advanced image analysis based system for automatic detection and classification of malarial parasite in blood images | |
Das et al. | Probabilistic prediction of malaria using morphological and textural information | |
Mohammed et al. | Detection and classification of malaria in thin blood slide images | |
Memeu et al. | Detection of plasmodium parasites from images of thin blood smears | |
Mushabe et al. | Automated detection of malaria in Giemsa-stained thin blood smears | |
Razzak | Automatic detection and classification of malarial parasite | |
Roy et al. | Detection of malaria parasite in giemsa blood sample using image processing | |
Panchbhai et al. | RBCs and parasites segmentation from thin smear blood cell images | |
Razzak | Malarial parasite classification using recurrent neural network | |
Rachna et al. | Detection of Tuberculosis bacilli using image processing techniques | |
Rosnelly et al. | Comparative analysis of support vector machine and convolutional neural network for malaria parasite classification and feature extraction | |
Rahman et al. | Skin lesions classification based on color plane-histogram-image quality analysis features extracted from digital images | |
Nugroho et al. | Automated detection of plasmodium ovale and malariae species on microscopic thin blood smear images | |
Aris et al. | Fast k-means clustering algorithm for malaria detection in thick blood smear | |
Punitha et al. | Detection of malarial parasite in blood using image processing | |
Haryanto et al. | A fast and accurate detection of Schizont plasmodium falciparum using channel color space segmentation method | |
Hendrawan et al. | Colour image segmentation for malaria parasites detection using cascading method | |
Lai et al. | A protozoan parasite extraction scheme for digital microscopic images | |
Jewani et al. | Detection of diseases via blood analysis using Image processing Techniques | |
Saraswat et al. | Malarial parasites detection in RBC using image processing | |
Sushma et al. | A comparative study on automated detection of malaria by using blood smear images |