Top "Feature-extraction" questions

In pattern recognition and in image processing, feature extraction is a special form of dimensionality reduction.

Extracting HoG Features using OpenCV

I am trying to extract features using OpenCV's HoG API, however I can't seem to find the API that allow …

opencv computer-vision feature-detection object-recognition feature-extraction
Issue with OneHotEncoder for categorical features

I want to encode 3 categorical features out of 10 features in my datasets. I use preprocessing from sklearn.preprocessing to do …

scikit-learn feature-extraction categorical-data
How to calculate Local Binary Pattern Histograms with OpenCV?

I have already seen that OpenCV provides a classifier based on LBP histograms: But I want to have access to …

opencv feature-extraction lbph-algorithm
Linear Regression :: Normalization (Vs) Standardization

I am using Linear regression to predict data. But, I am getting totally contrasting results when I Normalize (Vs) Standardize …

machine-learning linear-regression feature-extraction
Which OCR Engine is better: Tesseract or OCRopus?

I have tried Tesseract with iPhone and assessed its accuracy to be 70% without image preprocessing. I also noticed that it …

ocr tesseract feature-extraction
What is a feature descriptor in image processing (algorithm or description)?

I get often confused with the meaning of the term descriptor in the context of image features. Is a descriptor …

image-processing computer-vision feature-detection feature-extraction
Are there any fast alternatives to SURF and SIFT for scale-invariant feature extraction?

SURF is patented, as is SIFT. ORB and BRIEF are not patented, but their features are not scale-invariant, seriously limiting …

opencv computer-vision feature-detection feature-extraction
Feature Selection and Reduction for Text Classification

I am currently working on a project, a simple sentiment analyzer such that there will be 2 and 3 classes in separate …

python nlp svm sentiment-analysis feature-extraction
What is the difference between feature detection and descriptor extraction?

Does anyone know the difference between feature detection and descriptor extraction in OpenCV 2.3? I understand that the latter is required …

image-processing opencv computer-vision feature-detection feature-extraction
How to apply RANSAC on SURF, SIFT and ORB matching results

I'm working on image processing. I want to match 2D Features and I did many tests on SURF, SIFT, ORB.…

opencv feature-extraction orb ransac feature-descriptor