Fine-grained object recognition in robotic systems

W Jiang, W Wang - US Patent 10,322,510, 2019 - Google Patents
A method for fine-grained object recognition in a robotic system is disclosed that includes
obtaining an image of an object from an imaging device. Based on the image, a deep …

Learning method and learning device for object detector based on CNN to be used for multi-camera or surround view monitoring using image concatenation and …

K Kim, Y Kim, I Kim, HK Kim, W Nam, S Boo… - US Patent …, 2019 - Google Patents
A method for learning parameters of an object detector based on a CNN adaptable to
customers' requirements such as KPI by using an image concatenation and a target object …

Learning method and learning device for object detector based on reconfigurable network for optimizing customers' requirements such as key performance index …

K Kim, Y Kim, I Kim, HK Kim, W Nam, S Boo… - US Patent …, 2019 - Google Patents
Assignee: StradVision, Inc., Gyeongbuk (KR)(*) Notice: Subject to any disclaimer, the term of
this patent is extended or adjusted under 35 USC 154 (b) by 0 days. A method for learning …

Learning method and testing method for object detector based on R-CNN, and learning device and testing device using the same

K Kim, Y Kim, I Kim, HK Kim, W Nam, S Boo… - US Patent …, 2019 - Google Patents
A method for learning an object detector based on an R-CNN by using a first to an n-th filter
blocks respectively generating a first to an n-th feature maps through convolution operations …

Methods, devices and systems for combining object detection models

M Regina, MM Meyer, S Goutal - US Patent 11,334,771, 2022 - Google Patents
A computer-implemented method of detecting logos in a graphical rendering may comprise
detecting, using a first and a second trained object detector, logos in the graphical rendering …

Learning method and learning device for object detector with hardware optimization based on CNN for detection at distance or military purpose using image …

K Kim, Y Kim, I Kim, HK Kim, W Nam, S Boo… - US Patent …, 2019 - Google Patents
A method for learning parameters of an object detector with hardware optimization based on
a CNN for detection at distance or military purpose using an image concatenation is …

Learning method, learning device for detecting ROI on the basis of bottom lines of obstacles and testing method, testing device using the same

K Kim, Y Kim, I Kim, HK Kim, W Nam, S Boo… - US Patent …, 2019 - Google Patents
A method for learning parameters of a CNN capable of detecting ROIs determined based on
bottom lines of nearest obstacles in an input image is provided. The method includes steps …

Learning method and learning device for object detector based on CNN using 1× H convolution to be used for hardware optimization, and testing method and testing …

K Kim, Y Kim, I Kim, HK Kim, W Nam, S Boo… - US Patent …, 2019 - Google Patents
A method for learning parameters of an object detector based on a CNN is provided to be
used for hardware optimization which satisfies KPI. The method includes steps of: a learning …

Learning method and learning device for object detector based on CNN, adaptable to customers' requirements such as key performance index, using target object …

K Kim, Y Kim, I Kim, HK Kim, W Nam, S Boo… - US Patent …, 2019 - Google Patents
A method for learning parameters of an object detector based on a CNN adaptable to
customers' requirements such as KPI by using a target object merging network and a target …

Learning method and learning device for convolutional neural network using 1× H convolution for image recognition to be used for hardware optimization, and testing …

K Kim, Y Kim, I Kim, HK Kim, W Nam, S Boo… - US Patent …, 2019 - Google Patents
A method for learning parameters of a CNN for image recognition is provided to be used for
hardware optimization which satisfies KPI. The method includes steps of: a learning device …