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Machine Vision
Machine Vision :
Machine vision is the application of computer vision to factory automation. Just as human inspectors working on assembly lines visually inspect parts to judge the quality of workmanship, so machine vision systems use digital cameras and image processing software to perform similar inspections. A machine vision system is a computer that makes decisions based on the analysis of digital images.
From: en.wikipedia.org/wiki/Machine_vision
MoCA Project
MoCA - Movie Content Analysis
Various sub-projects under MoCA are :
Video
Object Extraction
Extraction of moving objects in video sequence
Object Recognition
Recognition of video objects already seggregated from the background
ShotBoundary Detection
Detection of hard cuts, fades and disolves in a video sequence
See our download section for examples/executables concerning ShotBoundary Detection.
Text Segmentation/Recognition
Detection, segmentation and recognition of text in video sequences
Commercial Detection/Recognition
Detection of commercials in video sequences
VisualGREP
Detecting similar camera shots
Face Detection
Finding faces in videos sequences
Face recognition
Identification of faces
Analysis of Historical Films
Special algorithmns are available to analyse historical videos
Audio
Automatic Audio Content Analysis
Commercial Retrieval
Audio/Video
Recognition of Film Genres
The genre of a film is identified by combining audio and video analysis angorithms
Video Summaries
A summary of a video can be generated automatically by identifying and combining the most relevant shots of the video
Various sub-projects under MoCA are :
Video
Object Extraction
Extraction of moving objects in video sequence
Object Recognition
Recognition of video objects already seggregated from the background
ShotBoundary Detection
Detection of hard cuts, fades and disolves in a video sequence
See our download section for examples/executables concerning ShotBoundary Detection.
Text Segmentation/Recognition
Detection, segmentation and recognition of text in video sequences
Commercial Detection/Recognition
Detection of commercials in video sequences
VisualGREP
Detecting similar camera shots
Face Detection
Finding faces in videos sequences
Face recognition
Identification of faces
Analysis of Historical Films
Special algorithmns are available to analyse historical videos
Audio
Automatic Audio Content Analysis
Commercial Retrieval
Audio/Video
Recognition of Film Genres
The genre of a film is identified by combining audio and video analysis angorithms
Video Summaries
A summary of a video can be generated automatically by identifying and combining the most relevant shots of the video
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