Suitability of Feature Extraction Methods in Recognition and Classification of Grains, Fruits and Flowers
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Basavaraj S Anami
This paper presents the suitability of feature extraction methods for the identification and classification of certain agriculture and horticulture crops. Primarily, agriculture/horticulture crops are recognized based on their shape, size, color, texture and the like. When crops exhibit different shapes and sizes, it is customary to choose the shape and size as the basic features. Certain crops are easily identified simply by color; for example, with crops like jowar, ground nut, pomegranate and mango, color becomes the discriminating feature. We have considered color as one of the features in this study. Some agriculture/horticulture crops have overlapping colors, such as wheat and ground nut or mango and orange. When we consider the bulk samples of such grains or fruits, the surface patterns vary from crop to crop. In such cases, the texture becomes ideal for recognition. Hence, we have obtained morphological features, like shape and size, color and textural features, of the image samples to recognize, classify and grade the agriculture/horticulture crops.
©2011 Walter de Gruyter GmbH & Co. KG, Berlin/Boston
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Artikel in diesem Heft
- Article
- Improving Anti-?-Glucosidase Activity of Douchi Koji Using a Newly Isolated Strain of Bacillus subtilis B2
- Different Approaches for Mass Transfer Studies on Potato Cylinders and Slices during Solar Drying
- Effects of Different Temperatures on Storage Quality of Heavily Salted Cod (Gadus morhua)
- Evaluation of Moisture Diffusion Coefficient of Cylindrical Bodies Considering Shrinkage During Natural Convection Drying
- Effect of Raw Material and Processing Factors on the Production of Effervescent Artichoke (Cynara scolymus L.) Tea Tablets
- Optimization of Culture Conditions on Mycelial Grown in Submerged Culture of Cordyceps militaris
- Suitability of Feature Extraction Methods in Recognition and Classification of Grains, Fruits and Flowers
- Hydrodistillation of Essential Oil from Cymbopogon flexuosus
- A Survey on Packaging Materials and Technologies for Commercial Food Products
- Formulation, Drying and Nutritional Evaluation of Ready-to-Eat Sapota (Achras zapota) Extrudes
- High Hydrostatic Pressure Effect on Natural Microflora, Saccharomyces cerevisiae, Escherichia coli, and Listeria Innocua in Navel Orange Juice
- Effective Parameters Consideration in Ohmic Heating Process in Two Phase Static System of Bio-Particle-Liquid
- Proximate Composition of Dry Fermented Turkish Sausage (Sucuk) as Affected by Ripening Period, Nitrite Level and Heat Treatment
- Shorter Communication
- Relative Antioxidant Activity of Common Indian Herbs
- Isolation of Immunoglobulin from Chicken Egg Yolk using Single-Stage Ultrafiltration with 100-kDa Regenerated Cellulose Membranes
- Determination of the Convective Heat Transfer Coefficient (h) in the Sterilization of Retortable Pouches
- Modelling of Freezing Kinetics of Extract of Betel Leaves (Piper betle L.)
