Apparatuses and methods for machine vision system including creation of a point cloud model and/or three dimensional model

B Aswin - US Patent 10,755,428, 2020 - Google Patents
Abstract Machine vision systems/methods and related application systems/methods are
provided that includes steps/control sections including capturing pairs of multiple images …

Systems and methods for semantic segmentation of 3D point clouds

LP Tchapmi, CB Choy, I Armeni, JY Gwak… - US Patent …, 2021 - Google Patents
Abstract Systems and methods for obtaining 3D point-level segmentation of 3D point clouds
in accordance with various embodiments of the invention are disclosed. One embodiment …

Method and device for producing vehicle operational data based on deep learning techniques

DV Prokhorov, MO Derry - US Patent 10,139,823, 2018 - Google Patents
A method and device for effecting vehicle control is presented. The method includes
receiving driving map data, which includes vehicle target data relative to a vehicle location …

Systems and methods for remotely controlling data collection by a vehicle

MR James, EB Olson - US Patent 10,210,672, 2019 - Google Patents
G06F 3/06(2006. 01) BOOR 16/02(2006. 01) H04W 4/70(2018. 01) G07C 5/00(2006. 01)
H04L 29/08(2006. 01) B60R 16/023 (2006. 01)(52) US CI. CPC.......... G07C 5/008 (2013 …

Training a deep learning system for maritime applications

TV Suresh, MA Khakharia - US Patent 10,936,907, 2021 - Google Patents
An object detection network can be trained with training images to identify and classify
objects in images from a sensor system disposed on a maritime vessel. The objects in the …

3D skeletonization using truncated epipolar lines

Q Chen - US Patent 10,460,512, 2019 - Google Patents
Technologies are provided for generating three-dimensional (3D) skeletons of target objects
using images of the target objects captured from different viewpoints. Images of an object …

Systems and methods for generating defocus blur effects

DR Lanman, MS Chapman, AJ Fix… - US Patent …, 2020 - Google Patents
In one embodiment, a system may access a training sample from a training dataset. The
training sample may include a training image of a scene and a corresponding depth map of …

Deep learning and intelligent sensing system integration

TV Suresh, MA Khakharia - US Patent 10,782,691, 2020 - Google Patents
Disclosed herein are systems, methods, and apparatuses for deep learning and intelligent
sensing system integrations. A processor may be configured to receive a plurality of images …

Vehicle image verification

N Jaipuria, G Sholingar - US Patent 10,949,684, 2021 - Google Patents
(Continued)(52) US Cl. CPC G06K 9/00805 (2013.01); G05D 1/0221 (2013.01); G05D
1/0251 (2013.01);(Continued)(58) Field of Classification Search CPC G06K 9/00805; G06K …

Method for training convolutional neural network to reconstruct an image and system for depth map generation from an image

VV Anisimovskiy, AY Shcherbinin, SA Turko - US Patent 10,832,432, 2020 - Google Patents
A method for training a convolutional neural network to reconstruct an image. The method
includes forming a common loss function basing on the left and right images (IL, IR) …