Now showing items 1-4 of 4
Gabor filter parameter optimization for multi-textured images : a case study on water body extraction from satellite imagery.
The analysis and identification of texture is a key area in image processing and computer vision. One of the most prominent texture analysis algorithms is the Gabor Filter. These filters are used by convolving an image ...
On the sample consensus robust estimation paradigm: comprehensive survey and novel algorithms with applications.
This study begins with a comprehensive survey of existing variants of the Random Sample Consensus (RANSAC) algorithm. Then, five new ones are contributed. RANSAC, arguably the most popular robust estimation algorithm in ...
Shot classification in broadcast soccer video.
Event understanding systems, responsible for automatically generating human relatable event descriptions from video sequences, is an open problem in computer vision research that has many applications in the sports domain, ...
Artificial neural networks for image recognition : a study of feature extraction methods and an implementation for handwritten character recognition.
The use of computers for digital image recognition has become quite widespread. Applications include face recognition, handwriting interpretation and fmgerprint analysis. A feature vector whose dimension is much lower ...