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公开(公告)号:US20240320810A1
公开(公告)日:2024-09-26
申请号:US18678388
申请日:2024-05-30
Applicant: Waymo LLC
Inventor: Xiaoying He , Ryan Geiss , Pieter Kapsenberg , Carl Warren Craddock , Zhinan Xu , Lucian Ion , Ajay Chandra Venkata Gummalla
IPC: G06T5/92 , G06T3/4007 , G06T5/94
CPC classification number: G06T5/92 , G06T3/4007 , G06T5/94 , G06T2207/20084 , G06T2207/20208 , G06T2207/30252
Abstract: A system is provided that includes an image sensor coupled to a vehicle, and control circuitry configured to perform operations including receiving, from the image sensor, an input stream comprising high dynamic range (HDR) image data associated with an environment of the vehicle, and processing the input stream at the vehicle by applying a global tone mapping, followed by offline image processing that can include applying a local tone mapping to the globally tone mapped images of the same input stream.
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公开(公告)号:US20240119560A1
公开(公告)日:2024-04-11
申请号:US18531036
申请日:2023-12-06
Applicant: Waymo LLC
Inventor: Ignacio Garcia Dorado , Damien Kelly , Xiaoying He , Jia Feng , Bartlomiej Wronski , Peyman Milanfar , Lucian Ion
CPC classification number: G06T3/4053 , B60R11/04 , G06F17/16 , G06F17/18
Abstract: Described examples relate to an apparatus comprising one or more image sensors coupled to a vehicle and at least one processor. The at least one processor may be configured to capture, in a burst sequence using the one or more image sensors, multiple frames of an image of a scene, the multiple frames having respective, relative offsets of the image across the multiple frames and perform super-resolution computations using the captured, multiple frames of the image of the scene. The at least one processor may also be configured to accumulate, based on the super-resolution computations, color planes and combine, using the one or more processors, the accumulated color planes to create a super-resolution image of the scene.
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公开(公告)号:US11706507B2
公开(公告)日:2023-07-18
申请号:US17550255
申请日:2021-12-14
Applicant: Waymo LLC
Inventor: Jia Feng , Damien Kelly , Ignacio Garcia Dorado , Xiaoying He , Benjamin Frevert , Nirav Dharia
IPC: H04N23/45 , H04N5/265 , H04N23/62 , H04N23/60 , H04N23/695
CPC classification number: H04N23/45 , H04N5/265 , H04N23/62 , H04N23/64 , H04N23/695
Abstract: Described examples relate to an apparatus comprising a first sensor configured to scan an area of interest during a first time period and a second sensor configured to capture a plurality of images of a field of view. The apparatus may include at least one controller configured to receive the plurality of images captured by the second sensor, compare the timestamp information associated with at least one image of the plurality of images to at least one time period of the first time period, and select a base image from the plurality of images based on the comparison.
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公开(公告)号:US12136226B2
公开(公告)日:2024-11-05
申请号:US18536142
申请日:2023-12-11
Applicant: Waymo LLC
Inventor: Jia Feng , Damien Kelly , Ignacio Garcia Dorado , Xiaoying He
Abstract: Described examples relate to an apparatus comprising a memory for storing a sequence of image frames and at least one processor. The at least one processor may be configured to receive a first image frame of a sequence of image frames from an image capture device and select a first portion of a first image frame. The at least one processor may also be configured to obtain alignment information and determine a first portion and a second portion of a second image frame based on the alignment information. Further, the at least one processor may be configured to determine a bounding region within the second image frame and fetch image data corresponding to the bounding region of the second image frame from memory. In some examples, the first image frame may comprise a base image and the second image frame may comprise an alternative image frame. Further, the first image frame may comprise any one of the image frames of the sequence of image frames.
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公开(公告)号:US12020412B1
公开(公告)日:2024-06-25
申请号:US17644432
申请日:2021-12-15
Applicant: Waymo LLC
Inventor: Xiaoying He , Ryan Geiss , Pieter Kapsenberg , Carl Warren Craddock , Zhinan Xu , Lucian Ion , Ajay Chandra Venkata Gummalla
IPC: G06K9/00 , G06T3/4007 , G06T5/92 , G06T5/94
CPC classification number: G06T5/92 , G06T3/4007 , G06T5/94 , G06T2207/20084 , G06T2207/20208 , G06T2207/30252
Abstract: A system is provided that includes an image sensor coupled to a vehicle, and control circuitry configured to perform operations including receiving, from the image sensor, an input stream comprising high dynamic range (HDR) image data associated with an environment of the vehicle, and processing the input stream at the vehicle by applying a global tone mapping, followed by offline image processing that can include applying a local tone mapping to the globally tone mapped images of the same input stream.
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公开(公告)号:US11875516B2
公开(公告)日:2024-01-16
申请号:US17135337
申请日:2020-12-28
Applicant: Waymo LLC
Inventor: Jia Feng , Damien Kelly , Ignacio Garcia Dorado , Xiaoying He
CPC classification number: G06T7/223 , G06T1/60 , G06T7/33 , G06T7/55 , G06V10/443 , G06T2207/20021 , G06T2207/20221 , G06T2207/30252
Abstract: Described examples relate to an apparatus comprising a memory for storing a sequence of image frames and at least one processor. The at least one processor may be configured to receive a first image frame of a sequence of image frames from an image capture device and select a first portion of a first image frame. The at least one processor may also be configured to obtain alignment information and determine a first portion and a second portion of a second image frame based on the alignment information. Further, the at least one processor may be configured to determine a bounding region within the second image frame and fetch image data corresponding to the bounding region of the second image frame from memory. In some examples, the first image frame may comprise a base image and the second image frame may comprise an alternative image frame. Further, the first image frame may comprise any one of the image frames of the sequence of image frames.
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17.
公开(公告)号:US11665450B2
公开(公告)日:2023-05-30
申请号:US17570811
申请日:2022-01-07
Applicant: Waymo LLC
Inventor: Nirav Dharia , Xiaoying He , Benjamin Frevert
CPC classification number: H04N25/745 , G01S17/86 , G06T5/50 , H04N25/42 , H04N25/44 , H04N25/63 , H04N25/75 , G06T2207/20224
Abstract: This disclosure describes devices, systems, and methods that relate to obtaining image frames with variable resolutions in synchronization with a clock source. An example device may include an image sensor, a clock input, and a controller. The controller includes at least one processor and a memory. The at least one processor is operable to execute program instructions stored in the memory so as to carry out operations. The operations include receiving, by the clock input, a clock signal. The clock signal is a periodic signal defining at least one scan interval. The operations also include during the scan interval, causing the image sensor to capture a full resolution image frame. The operations yet further include during the scan interval, causing the image sensor to capture at least one reduced resolution image frame.
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公开(公告)号:US20220207755A1
公开(公告)日:2022-06-30
申请号:US17135337
申请日:2020-12-28
Applicant: Waymo LLC
Inventor: Jia Feng , Damien Kelly , Ignacio Garcia Dorado , Xiaoying He
Abstract: Described examples relate to an apparatus comprising a memory for storing a sequence of image frames and at least one processor. The at least one processor may be configured to receive a first image frame of a sequence of image frames from an image capture device and select a first portion of a first image frame. The at least one processor may also be configured to obtain alignment information and determine a first portion and a second portion of a second image frame based on the alignment information. Further, the at least one processor may be configured to determine a bounding region within the second image frame and fetch image data corresponding to the bounding region of the second image frame from memory. In some examples, the first image frame may comprise a base image and the second image frame may comprise an alternative image frame. Further, the first image frame may comprise any one of the image frames of the sequence of image frames.
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公开(公告)号:US20220207652A1
公开(公告)日:2022-06-30
申请号:US17138229
申请日:2020-12-30
Applicant: Waymo LLC
Inventor: Ignacio Garcia-Dorado , Damien Kelly , Xiaoying He , Jia Feng , Bartlomiej Wronski , Peyman Milanfar , Lucian Ion
Abstract: Described examples relate to an apparatus comprising one or more image sensors coupled to a vehicle and at least one processor. The at least one processor may be configured to capture, in a burst sequence using the one or more image sensors, multiple frames of an image of a scene, the multiple frames having respective, relative offsets of the image across the multiple frames and perform super-resolution computations using the captured, multiple frames of the image of the scene. The at least one processor may also be configured to accumulate, based on the super-resolution computations, color planes and combine, using the one or more processors, the accumulated color planes to create a super-resolution image of the scene.
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