Workplace monitoring and semantic entity identification for safe machine operation
US-2024424678-A1 · Dec 26, 2024 · US
US9817107B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9817107-B2 |
| Application number | US-201515106700-A |
| Country | US |
| Kind code | B2 |
| Filing date | Feb 10, 2015 |
| Priority date | Dec 30, 2014 |
| Publication date | Nov 14, 2017 |
| Grant date | Nov 14, 2017 |
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The present invention provides an above-ground building recognition method, including the following steps: (1) taking an infrared image of the ground from the air; (2) performing detection and positioning in the infrared image to determine a suspected target; (3) aiming at the suspected target to perform laser imaging; (4) performing range gating on a laser image to filter out foreground and background interference; and (5) extracting a shape feature of the suspected target from the laser image with interference filtered out, and taking the shape feature as a target matching element to perform matching with a target shape feature template, so as to recognize the target. In the method of the present invention, laser imaging is integrated into infrared imaging target positioning, so that an advantage of a large range of infrared imaging is utilized, and three-dimensional range information of laser imaging is also utilized, thereby effectively improving the precision of positioning a building.
Opening claim text (preview).
The invention claimed is: 1. An above-ground building recognition method, comprising the following steps: (1) taking an infrared image of the ground from the air; (2) performing detection and positioning in the infrared image to determine a suspected target; (3) aiming at the suspected target to perform laser imaging; (4) performing range gating on a laser image to filter out foreground and background interference; and (5) extracting a shape feature of the suspected target from the laser image with interference filtered out, taking the shape feature as a target matching element to perform matching with a target shape feature template, and fusing a matching result and a local contrast feature of the suspected target in infrared imaging, so as to recognize the target, wherein a specific implementation manner of step (5) is that: calculating a ratio of a local contrast value of the suspected target in infrared imaging to a local contrast threshold, wherein the ratio is marked as a local contrast a of the suspected target; calculating a similarity b between the target matching element and the target shape feature template; and calculating a target recognition probability p=k1*a+k2*b and a weight coefficient k1+k2=1, wherein k1≦k2, wherein a target having the maximum target recognition probability is a target recognition result. 2. The above-ground building recognition method according to claim 1 , wherein a shape feature of a region of the suspected target comprises an altitude-width ratio, a rectangularity, a longitudinal symmetry, and a region main axis direction. 3. An aircraft navigation method in which the above-ground building recognition method according to claim 1 is applied, wherein the method is specifically: acquiring a location of a building target by using the above-ground building recognition method according to claim 1 ; constructing a building target coordinate system by taking the location of the building target as an origin; acquiring an elevation angle γ and a heading angle φ of an aircraft at a current moment t, and calculating coordinates (x t , y t , z t ) of the aircraft in the building target coordinate system at the moment t: x t =L cos γ sin φ, y t =L cos γ cos φ, and z t =L sin γ, wherein L is a distance between the aircraft and the building target at the coordinate system at the moment moment t; and converting the coordinates (x t , y t , z t ) of the aircraft in the building target coordinate system into a location in a geodetic system.
for mapping or imaging · CPC title
of aircraft or spacecraft · CPC title
Combinations of lidar systems with systems other than lidar, radar or sonar, e.g. with direction finders · CPC title
Combinations of systems using electromagnetic waves other than radio waves · CPC title
wherein range gates are used · CPC title
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