A Framework for Quality Evaluation of Edible Nuts Using Computer Vision and Soft Computing Techniques

2020 ◽  
pp. 339-348
Author(s):  
V. G. Narendra ◽  
G. Shiva Prasad ◽  
Ancilla J. Pinto
Keyword(s):  
Computer Vision ◽  
Soft Computing ◽  
Quality Evaluation ◽  
Soft Computing Techniques

Soft Computing Techniques for Human-Computer Interaction

2010 ◽  
pp. 30-44
Author(s):  
Oscar Déniz ◽  
Gloria Bueno ◽  
Modesto Castrillón ◽  
Javier Lorenzo ◽  
L. Antón ◽  
...  
Keyword(s):  
Computer Vision ◽  
Human Computer Interaction ◽  
Soft Computing ◽  
Skin Color ◽  
Inductive Learning ◽  
Optimal Solutions ◽  
Soft Computing Techniques ◽  
Domain Restrictions ◽  
Training Examples ◽  
Computer Interaction

Soft computing aims at using tricks or shortcuts that do not provide optimal solutions but useful approximations that can be computed at a reasonable cost. Such approximations often come in the form of heuristics and “rules of thumb.” Computer vision relies heavily on heuristics, being a simple example the detection of faces by detecting skin color. Another approach that may also be considered as heuristics is the use of inductive learning, where the idea is to emulate humans in the sense that achieving certain skills require gradual learning. Thus, we would not make an effort to articulate solutions as equations, rules or algorithms. The solution would instead be sought automatically by feeding the system with training examples that would allow it to classify new samples. This chapter describes two successful applications of such soft computing approaches in the field of human-computer interaction, showing how the clever use of heuristics and domain restrictions can help to find solutions for the most difficult problems in this field.

One-step models for soft computing techniques. Industrial application to image processing in quality assurance process

2015 ◽  
Vol 81 (5-8) ◽  
pp. 771-778 ◽  
Author(s):  
Pascual Noradino Montes Dorantes ◽  
Marco Aurelio Jiménez Gómez ◽  
Gerardo Maximiliano Méndez ◽  
Juan Pablo Nieto González ◽  
Jesús de la Rosa Elizondo
Keyword(s):  
Image Processing ◽  
Quality Assurance ◽  
Soft Computing ◽  
Industrial Application ◽  
Quality Assurance Process ◽  
Soft Computing Techniques ◽  
One Step ◽  
Assurance Process

scholarly journals Forecasting rainfall using soft computing techniques – A case study using India rainfall data

2019 ◽  
Vol 561 ◽  
pp. 012119
Author(s):  
Binoy B Nair ◽  
S Silamparasu ◽  
R Mohnish ◽  
T S Deepak ◽  
M Rahul
Keyword(s):  
Soft Computing ◽  
Rainfall Data ◽  
Soft Computing Techniques
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