# US 10,121,260 B2 · Orientation estimation method and orientation estimation device

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- Number: US 10,121,260 B2
- Document ID: US10121260B2
- Status: Granted
- Kind: B2
- Application number: 15/329,031
- Filed: 2015-10-23
- Published: 2017-08-10
- Granted: 2018-11-06
- Earliest claimed: 2014-10-30
- Assignees: Panasonic Intellectual Property Management Co., Ltd.
- Applicants: Panasonic Intellectual Property Management Co., Ltd.
- Inventors: Kyoko Kawaguchi; Taiki Sekii
- Web page: https://patentgrep.com/patent/US10121260B2

## CPC

- G06V 10/764: using classification, e.g. of video objects
- G06F 18/24133: {Distances to prototypes}
- G06T 7/70: Determining position or orientation of objects or cameras (camera calibration G06T7/80)
- G06T 7/73: using feature-based methods
- G06T 7/90: Determination of colour characteristics
- G06V 10/50: by performing operations within image blocks; by using histograms, e.g. histogram of oriented gradients [HoG]; by summing image-intensity values; Projection analysis
- G06V 40/103: {Static body considered as a whole, e.g. static pedestrian or occupant recognition}
- G06T 2207/10016: Video; Image sequence
- G06T 2207/10024: Color image
- G06T 2207/20081: Training; Learning
- G06T 2207/30196: Human being; Person
- G06T 2207/30204: Marker
- G06T 2207/30221: Sports video; Sports image
- G06V: IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06F: ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N)
- G06T: IMAGE DATA PROCESSING OR GENERATION, IN GENERAL

## Abstract

A processor of an orientation estimation device, as an orientation estimation method for estimating an orientation of a player existing in a sport video, receives reference orientation information which is information obtained based on information input by a user and which is information designating a joint position of a specific player existing in the sport video of an estimation target game and estimates an orientation of an estimation target player who is a player other than the specific player existing in a sport video of an estimation target using the reference orientation information.

## Claims

### Claim 1

An orientation estimation method for estimating an orientation of a player existing in a sport video by a processor, wherein the processor
receives reference orientation information of a specific player included in the sport video, the reference orientation information designating a plurality of joint positions of the specific player;
applies the reference orientation information to an estimation target player that is included in the sport video and different from the specific player; and estimates an orientation of the estimation target player using the reference orientation,
wherein information designating the joint positions of the specific player is generated based on user's input individually performed for at least a plurality of places of joints, and
wherein information specifying the estimation target player is generated based on the user's input individually performed for a number of places fewer than a number of the plurality of places of joints.

### Claim 2 (depends on 1)

The orientation estimation method according to claim 1, wherein the processor further estimates information about a color of the estimation target player, and information about a color of the joint positions positions of the specific player.

### Claim 3 (depends on 1)

The orientation estimation method according to claim 1,
wherein a sport of the sport video is a team competition sport, and
the reference orientation information is information input for a player of each of at least two opposing teams.

### Claim 4 (depends on 3)

The orientation estimation method according to claim 3,
wherein the processor estimates the orientation of the estimation target player within a team among the at least two opposing teams using the reference orientation information for each team of the at least two opposing teams.

### Claim 5 (depends on 1)

The orientation estimation method according to claim 1,
wherein a sport of the sport video is a certain sport in which the specific player and the estimation target player wear prescribed uniforms for each team of the at least two opposing teams.

### Claim 6 (depends on 1)

The orientation estimation method according to claim 1,
wherein the processor specifies the estimation target player by information input from the user.

### Claim 7

An orientation estimation device, comprising: a processor,
wherein the processor receives reference orientation information of a specific player included in the sport video, the reference orientation information designating a plurality of joint positions of the specific player, and
applies the reference orientation information to an estimation target player that is included in the sport video and different from the specific player; and
estimates an orientation of the estimation target player using the reference orientation information,
wherein information designating the joint positions of the specific player is generated based on user's input individually performed for at least a plurality of places of joints, and
wherein information specifying the estimation target player is generated based on the user's input individually performed for a number of places fewer than a number of the plurality of places of joints.

### Claim 8 (depends on 7)

The orientation estimation device according to claim 7,
wherein the processor further estimates information about a color of the estimation target player, and information about a color of the joint positions of the specific player.

### Claim 9 (depends on 7)

The orientation estimation device according to claim 7,
wherein a sport of the sport video is a team competition sport, and
the reference orientation information is information input for a player of each of at least two opposing teams.

### Claim 10 (depends on 9)

The orientation estimation device according to claim 9,
wherein the processor estimates the orientation of the estimation target player within a team among the at least two opposing teams using the reference orientation information for each team of the at least two opposing teams.

### Claim 11 (depends on 7)

The orientation estimation device according to claim 7,
wherein a sport of the sport video is a certain sport in which the specific player and the estimation target player wear prescribed team uniforms for each team of the at least two opposing teams.

### Claim 12 (depends on 7)

The orientation estimation device according to claim 7,
wherein the processor specifies the estimation target player by information input through the input device from the user.

### Claim 13 (depends on 1)

The orientation estimation method according to claim 1,
wherein the joint positions include position includes any of positions of a head, a chest, a waist, a part above knee, and a part below knee of a player.

### Claim 14 (depends on 7)

The orientation estimation device according to claim 7,
wherein the joint positions include any of positions of a head, a chest, a waist, a part above knee, and a part below knee of a player.
