Object recognition device and object recognition system
AssigneeHitachi, Ltd.
InventorsSo Sasatani, Masaya Itoh, Ryou Yumiba
Life of this patent
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Abstract
An object recognition device includes a recognition unit, a recognition reliability calculation unit, and a combining unit. A recognition unit recognizes an object by a plurality of functions, based on information which is obtained by measuring an object by a plurality of measurement devices. A recognition reliability calculation unit calculates recognition reliability of recognition results that are obtained by recognizing an object by a recognition unit, for each function. A combining unit combines recognition reliability of the object and recognition results, detects a specified object, and outputs detection results of the specified object.
Claims8
An object recognition device comprising:
- a processor configured to:
- recognize an object by a plurality of functions, based on information which is obtained by measuring the object by a plurality of measurement devices;
- calculate recognition reliability of recognition results for each function;
- and
- combine recognition reliability of the object and the recognition results, detect a specified object, and output detection results of the specified object,
- wherein in a case where information that is obtained by measuring the object by the plurality of measurement devices is a captured image which is obtained by capturing an image of the object and a parallax image which includes distance information to the object,
- the object is recognized based on the captured image, and the object is recognized based on the distance information which is included in the parallax image,
- a matching degree is calculated between a pattern identifier that is generated based on sample data which is read from a database and a feature part of the object that is extracted from the captured image,
- a matching degree is calculated between a template that is read from the database and three-dimensional information of the object in an overhead view image that is obtained by converting a viewpoint of the parallax image, and
- recognition reliability is calculated for recognizing the object in the captured image and recognition reliability is calculated for recognizing the object in the parallax image.
An object recognition device comprising:
- a processor configured to:
- recognize an object by a plurality of functions, based on information which is obtained by measuring the object by a plurality of measurement devices;
- calculate recognition reliability of recognition results for each function;
- and
- combine recognition reliability of the object and the recognition results, detect a specified object, and output detection results of the specified object,
- wherein in a case where information that is measured by the plurality of measurement devices is a captured image which is obtained by capturing an image of the object and a distance image in which distance information to the object is embedded in the captured image,
- the object is recognized based on the captured image, and the object is recognized based on the distance information which is included in the distance image,
- a matching degree of the object is calculated between a feature part that is extracted from the captured image and a pattern identifier that is generated based on sample data which is read from a database,
- a matching degree is calculated between the object in an overhead view image that is obtained by converting a viewpoint of the distance image and a template that is read from the database, and
- recognition reliability is calculated for recognizing the object in the captured image and recognition reliability is calculated for recognizing the object in the distance image.
An object recognition system comprising:
- a plurality of measurement devices that measure an object;
- a recognition unit that recognizes an object by a plurality of functions, based on information which is obtained by measuring the object by the plurality of measurement devices;
- a recognition reliability calculation unit that calculates recognition reliability of recognition results that are obtained by recognizing the object by the recognition unit, for each function;
- a combining unit that combines recognition reliability of the object and the recognition results, detects a specified object, and outputs detection results of the specified object;
- and
- a display unit that displays the detection results,
- wherein in a case where information that is obtained by measuring the object by the plurality of measurement devices is a captured image which is obtained by capturing an image of the object and a parallax image which includes distance information to the object,
- the object is recognized based on the captured image, and the object is recognized based on the distance information which is included in the parallax image,
- a matching degree is calculated between a pattern identifier that is generated based on sample data which is read from a database and a feature part of the object that is extracted from the captured image,
- a matching degree is calculated between a template that is read from the database and three-dimensional information of the object in an overhead view image that is obtained by converting a viewpoint of the parallax image, and
- recognition reliability is calculated for recognizing the object in the captured image and recognition reliability is calculated for recognizing the object in the parallax image.
Dependencies are inferred from the claim text.