VIDEO ANALYSIS USING SEGMENTATION GAIN BY AREA

Patent №

US 7,218,756

Granted

2007-05-15

Filed 2005

Owner

CERNIUM, INC.

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11088308

Video segmentation wherein scene images of subjects and background are captured by video and are automatically segmented according to subject content, as by system determination of the nature of subjects, but segmentation of the subjects can be compromised by visual noise. Segmentation transformations of an original background and foreground images in the scenes are provided as a terrain map, and the segmentation may also incorporate noise blobs. Automatic segmentation threshold adaptation is based on measuring the segmentation noise while holding the number count of noise blobs constant, whereby to achieve noise-adaptive segmentation gain. Automatic threshold adaptation within multiple areas of the scene results in different possible thresholds in different areas based on the amount of segmentation noise in each area. Segmentation is improved accordingly.

VisionG06T 7/11G06T 7/136G06T 7/174G06T 7/194G06V 10/30G06V 20/40G06V 40/10G06T 2207/10016+3 more

AI classification

Vision1.00
Machine learning0.01
Natural language0.00
Knowledge representation0.00
AI hardware0.00
Speech0.00
Evolutionary computation0.00
Planning0.00

Ownership

CERNIUM, INC.

assignment · 181490691

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