Image analysis apparatus mounted to vehicle

• US 9,330,343 B2
• Filed: 06/28/2013
• Issued: 05/03/2016
• Est. Priority Date: 06/29/2012
• Status: Active Grant

• Current Assignee: DENSO Corporation
• Original Assignee: DENSO Corporation
• Inventors: Nakano, Hiroki
• Primary Examiner(s): Akhavannik, Hadi
• Application Number:
  US14/411,112
• Publication Number:
  US 20150146930A1
• Time in Patent Office: 1,040 Days
• Field of Search: None
• US Class Current: 1/1
• CPC Class Codes: G06F 18/217 Validation; Performance evaluation; Active pattern learning techniques
• CPC Class Codes: G06T 2207/20081 Training; Learning
• CPC Class Codes: G06T 2207/30252 Vehicle exterior; Vicinity of vehicle
• CPC Class Codes: G06T 2207/30256 Lane; Road marking
• CPC Class Codes: G06T 7/20 Analysis of motion motion estimation for coding, decoding, compressing or decompressing digital video signals H04N19/43, H04N19/51
• CPC Class Codes: G06V 10/96 Management of image or video recognition tasks
• CPC Class Codes: G06V 20/588 Recognition of the road, e.g. of lane markings; Recognition of the vehicle driving pattern in relation to the road

Abstract

An image analysis apparatus picks up an image of a region ahead of a vehicle using a camera, and allows a control unit to analyze picked-up image data generated by the camera to learn a focus-of-expansion position. The control unit controls the learning performance as follows. Specifically, the control unit does not start the learning performance for the focus-of-expansion position until a state where a detection value of a vehicle speed exceeds a reference speed exceeds a specified duration of time. When the state where a detection value of a vehicle speed exceeds a reference speed exceeds the specified duration of time, the learning performance for the focus-of-expansion position is started from this time point. The specified duration of time may be determined on the basis of statistics on the durations of simulated runs of the vehicle performed on a chassis dynamometer in a vehicle inspection.

Claims

1. An image analysis apparatus mounted to a vehicle, comprising:

a camera that picks up an image of a region ahead of a vehicle and generates image data that indicates a picked-up image of the region;

means for analyzing the image data generated by the camera and learning a position of a focus of expansion;

means for detecting a speed of the vehicle;

first means for determining whether or not a state where the speed of the vehicle detected by the detecting means exceeds a reference speed has continued for a predetermined duration of time; and

means for allowing the analyzing means to start a performance of learning a position of the focus of expansion, when the first determining means determines that the state where the speed of the vehicle exceeds the reference speed has continued for the predetermined duration of time.

2. The image analysis apparatus according to claim 1, wherein the analyzing means learns a position of the focus of expansion on the basis of an estimation result for road division lines shown in the image data.

3. The image analysis apparatus according to claim 2, wherein:

the apparatus comprises second means for determining, after start of the learning performance for the position of the focus of expansion by the analyzing means, whether or not the speed of the vehicle detected by the detecting means has become not more than the reference speed or a learning-performance inhibition speed that is set in advance to a speed lower than the reference speed; and

the allowing means stops the learning performance of the analyzing means when the second determining means determines that the speed of the vehicle has become not more than the inhibition speed.

4. The image analysis apparatus according to claim 1, wherein:

the apparatus comprises second means for determining, after start of the learning performance for the position of the focus of expansion by the analyzing means, whether or not the speed of the vehicle detected by the detecting means has become not more than the reference speed or a learning-performance inhibition speed that is set in advance to a speed lower than the reference speed; and

the allowing means stops the learning performance of the analyzing means when the second determining means determines that the speed of the vehicle has become not more than the inhibition speed.

6. The image analysis apparatus according to claim 1, wherein the predetermined duration of time is greater than a duration of time of a simulated run of the vehicle on a chassis dynamometer in a vehicle inspection.

7. The image analysis apparatus according to claim 1, wherein the predetermined duration of time is at least one minute.

8. The image analysis apparatus according to claim 1, wherein the predetermined duration of time is greater than ten seconds.

5. An image analysis method, comprising:

picking up an image of a region ahead of a vehicle to generate image data that indicates a picked-up image of the region;

analyzing the generated image data to learn a position of a focus of expansion;

detecting a speed of the vehicle;

determining whether or not a state where a detected speed of the vehicle exceeds a reference speed has continued for a predetermined duration of time; and

starting a performance of learning a position of the focus of expansion when a state where the speed of the vehicle exceeds the reference speed is determined to have continued for the predetermined duration of time.

9. The image analysis apparatus according to claim 5, wherein the predetermined duration of time is greater than a duration of time of a simulated run of the vehicle on a chassis dynamometer in a vehicle inspection.

10. The image analysis apparatus according to claim 5, wherein the predetermined duration of time is at least one minute.

11. The image analysis apparatus according to claim 5, wherein the predetermined duration of time is greater than ten seconds.