Inventor

YEO DONGHUN

KR146 patents

Patents

50 patents

US10408939B1Sep 10, 2019

Learning method and learning device for integrating image acquired by camera and point-cloud map acquired by radar or LiDAR corresponding to image at each of convolution stages in neural network and testing method and testing device using the same

STRADVISION INC73 citations98

US10169679B1Jan 1, 2019

Learning method and learning device for adjusting parameters of CNN by using loss augmentation and testing method and testing device using the same

STRADVISION INC73 citations98

US10007865B1Jun 26, 2018

Learning method and learning device for adjusting parameters of CNN by using multi-scale feature maps and testing method and testing device using the same

STRADVISION INC78 citations98

US9946960B1Apr 17, 2018

Method for acquiring bounding box corresponding to an object in an image by using convolutional neural network including tracking network and computing device using the same

STRADVISION INC63 citations98

US10776673B2Sep 15, 2020

Learning method and learning device for sensor fusion to integrate information acquired by radar capable of distance estimation and information acquired by camera to thereby improve neural network for supporting autonomous driving, and testing method and testing device using the same

STRADVISION INC42 citations95

US10726279B1Jul 28, 2020

Method and device for attention-driven resource allocation by using AVM and reinforcement learning to thereby achieve safety of autonomous driving

STRADVISION INC48 citations95

US10628688B1Apr 21, 2020

Learning method and learning device, and testing method and testing device for detecting parking spaces by using point regression results and relationship between points to thereby provide an auto-parking system

STRADVISION INC51 citations95

US10373026B1Aug 6, 2019

Learning method and learning device for generation of virtual feature maps whose characteristics are same as or similar to those of real feature maps by using GAN capable of being applied to domain adaptation to be used in virtual driving environments

STRADVISION INC50 citations95

US10692002B1Jun 23, 2020

Learning method and learning device of pedestrian detector for robust surveillance based on image analysis by using GAN and testing method and testing device using the same

STRADVISION INC21 citations94

US10643085B1May 5, 2020

Method and device for estimating height and weight of passengers using body part length and face information based on human's status recognition

STRADVISION INC30 citations94

US10636295B1Apr 28, 2020

Method and device for creating traffic scenario with domain adaptation on virtual driving environment for testing, validating, and training autonomous vehicle

STRADVISION INC26 citations94

US10627823B1Apr 21, 2020

Method and device for performing multiple agent sensor fusion in cooperative driving based on reinforcement learning

STRADVISION INC22 citations94

US10540572B1Jan 21, 2020

Method for auto-labeling training images for use in deep learning network to analyze images with high precision, and auto-labeling device using the same

STRADVISION INC25 citations94

US10504027B1Dec 10, 2019

CNN-based learning method, learning device for selecting useful training data and test method, test device using the same

STRADVISION INC27 citations94

US10503174B1Dec 10, 2019

Method and device for optimized resource allocation in autonomous driving on the basis of reinforcement learning using data from lidar, radar, and camera sensor

STRADVISION INC38 citations94

US10402977B1Sep 3, 2019

Learning method and learning device for improving segmentation performance in road obstacle detection required to satisfy level 4 and level 5 of autonomous vehicles using laplacian pyramid network and testing method and testing device using the same

STRADVISION INC24 citations94

US10402978B1Sep 3, 2019

Method for detecting pseudo-3D bounding box based on CNN capable of converting modes according to poses of objects using instance segmentation and device using the same

STRADVISION INC22 citations94

US10373317B1Aug 6, 2019

Learning method and learning device for attention-driven image segmentation by using at least one adaptive loss weight map to be used for updating HD maps required to satisfy level 4 of autonomous vehicles and testing method and testing device using the same

STRADVISION INC22 citations94

US10373027B1Aug 6, 2019

Method for acquiring sample images for inspecting label among auto-labeled images to be used for learning of neural network and sample image acquiring device using the same

STRADVISION INC22 citations94

US10346693B1Jul 9, 2019

Method and device for attention-based lane detection without post-processing by using lane mask and testing method and testing device using the same

STRADVISION INC27 citations94

US10325371B1Jun 18, 2019

Method and device for segmenting image to be used for surveillance using weighted convolution filters for respective grid cells by converting modes according to classes of areas to satisfy level 4 of autonomous vehicle, and testing method and testing device using the same

STRADVISION INC21 citations94

US10325201B1Jun 18, 2019

Method and device for generating deceivable composite image by using GAN including generating neural network and discriminating neural network to allow surveillance system to recognize surroundings and detect rare event more accurately

STRADVISION INC30 citations94

US10311337B1Jun 4, 2019

Method and device for providing integrated feature map using ensemble of multiple outputs from convolutional neural network

STRADVISION INC23 citations94

US10300851B1May 28, 2019

Method for warning vehicle of risk of lane change and alarm device using the same

STRADVISION INC26 citations94

US10282864B1May 7, 2019

Method and device for encoding image and testing method and testing device using the same

STRADVISION INC23 citations94

US10269125B1Apr 23, 2019

Method for tracking object by using convolutional neural network including tracking network and computing device using the same

STRADVISION INC28 citations94

US10229346B1Mar 12, 2019

Learning method, learning device for detecting object using edge image and testing method, testing device using the same

STRADVISION INC38 citations94

US10223614B1Mar 5, 2019

Learning method, learning device for detecting lane through classification of lane candidate pixels and testing method, testing device using the same

STRADVISION INC22 citations94

US10095977B1Oct 9, 2018

Learning method and learning device for improving image segmentation and testing method and testing device using the same

STRADVISION INC47 citations94

US10089743B1Oct 2, 2018

Method for segmenting an image and device using the same

STRADVISION INC23 citations94

US10043113B1Aug 7, 2018

Method and device for generating feature maps by using feature upsampling networks

STRADVISION INC36 citations94

US9984325B1May 29, 2018

Learning method and learning device for improving performance of CNN by using feature upsampling networks, and testing method and testing device using the same

STRADVISION INC29 citations94

US9953437B1Apr 24, 2018

Method and device for constructing a table including information on a pooling type and testing method and testing device using the same

STRADVISION INC26 citations94

US9947228B1Apr 17, 2018

Method for monitoring blind spot of vehicle and blind spot monitor using the same

STRADVISION INC37 citations94

US9947103B1Apr 17, 2018

Learning method and learning device for improving image segmentation and testing method and testing device using the same

STRADVISION INC24 citations94

US9934440B1Apr 3, 2018

Method for monitoring blind spot of monitoring vehicle and blind spot monitor using the same

STRADVISION INC47 citations94

US10713948B1Jul 14, 2020

Method and device for alerting abnormal driver situation detected by using humans' status recognition via V2V connection

STRADVISION INC16 citations86

US10699192B1Jun 30, 2020

Method for optimizing hyperparameters of auto-labeling device which auto-labels training images for use in deep learning network to analyze images with high precision, and optimizing device using the same

STRADVISION INC15 citations86

US10635917B1Apr 28, 2020

Method and device for detecting vehicle occupancy using passenger's keypoint detected through image analysis for humans' status recognition

STRADVISION INC12 citations86

US10635915B1Apr 28, 2020

Method and device for warning blind spot cooperatively based on V2V communication with fault tolerance and fluctuation robustness in extreme situation

STRADVISION INC11 citations86

US10579907B1Mar 3, 2020

Method for automatically evaluating labeling reliability of training images for use in deep learning network to analyze images, and reliability-evaluating device using the same

STRADVISION INC12 citations86

US10551846B1Feb 4, 2020

Learning method and learning device for improving segmentation performance to be used for detecting road user events using double embedding configuration in multi-camera system and testing method and testing device using the same

STRADVISION INC12 citations86

US10551845B1Feb 4, 2020

Method and computing device for generating image data set to be used for hazard detection and learning method and learning device using the same

STRADVISION INC17 citations86

US10509987B1Dec 17, 2019

Learning method and learning device for object detector based on reconfigurable network for optimizing customers' requirements such as key performance index using target object estimating network and target object merging network, and testing method and testing device using the same

STRADVISION INC15 citations86

US10474713B1Nov 12, 2019

Learning method and learning device using multiple labeled databases with different label sets and testing method and testing device using the same

STRADVISION INC20 citations86

US10438082B1Oct 8, 2019

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

STRADVISION INC18 citations86

US10430691B1Oct 1, 2019

Learning method and learning device for object detector based on CNN, adaptable to customers' requirements such as key performance index, using target object merging network and target region estimating network, and testing method and testing device using the same to be used for multi-camera or surround view monitoring

STRADVISION INC17 citations86

US10423860B1Sep 24, 2019

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 target object merging network, and testing method and testing device using the same

STRADVISION INC19 citations86

US10423840B1Sep 24, 2019

Post-processing method and device for detecting lanes to plan the drive path of autonomous vehicle by using segmentation score map and clustering map

STRADVISION INC15 citations86

US10410120B1Sep 10, 2019

Learning method and testing method of object detector to be used for surveillance based on R-CNN capable of converting modes according to aspect ratios or scales of objects, and learning device and testing device using the same

STRADVISION INC17 citations86

Showing the top 50 of 146 patents by PatentIndex Score.

YEO DONGHUN

Patents

Learning method and learning device for integrating image acquired by camera and point-cloud map acquired by radar or LiDAR corresponding to image at each of convolution stages in neural network and testing method and testing device using the same

Learning method and learning device for adjusting parameters of CNN by using loss augmentation and testing method and testing device using the same

Learning method and learning device for adjusting parameters of CNN by using multi-scale feature maps and testing method and testing device using the same

Method for acquiring bounding box corresponding to an object in an image by using convolutional neural network including tracking network and computing device using the same

Learning method and learning device for sensor fusion to integrate information acquired by radar capable of distance estimation and information acquired by camera to thereby improve neural network for supporting autonomous driving, and testing method and testing device using the same

Method and device for attention-driven resource allocation by using AVM and reinforcement learning to thereby achieve safety of autonomous driving

Learning method and learning device, and testing method and testing device for detecting parking spaces by using point regression results and relationship between points to thereby provide an auto-parking system

Learning method and learning device for generation of virtual feature maps whose characteristics are same as or similar to those of real feature maps by using GAN capable of being applied to domain adaptation to be used in virtual driving environments

Learning method and learning device of pedestrian detector for robust surveillance based on image analysis by using GAN and testing method and testing device using the same

Method and device for estimating height and weight of passengers using body part length and face information based on human&#39;s status recognition

Method and device for creating traffic scenario with domain adaptation on virtual driving environment for testing, validating, and training autonomous vehicle

Method and device for performing multiple agent sensor fusion in cooperative driving based on reinforcement learning

Method for auto-labeling training images for use in deep learning network to analyze images with high precision, and auto-labeling device using the same

CNN-based learning method, learning device for selecting useful training data and test method, test device using the same

Method and device for optimized resource allocation in autonomous driving on the basis of reinforcement learning using data from lidar, radar, and camera sensor

Learning method and learning device for improving segmentation performance in road obstacle detection required to satisfy level 4 and level 5 of autonomous vehicles using laplacian pyramid network and testing method and testing device using the same

Method for detecting pseudo-3D bounding box based on CNN capable of converting modes according to poses of objects using instance segmentation and device using the same

Learning method and learning device for attention-driven image segmentation by using at least one adaptive loss weight map to be used for updating HD maps required to satisfy level 4 of autonomous vehicles and testing method and testing device using the same

Method for acquiring sample images for inspecting label among auto-labeled images to be used for learning of neural network and sample image acquiring device using the same

Method and device for attention-based lane detection without post-processing by using lane mask and testing method and testing device using the same

Method and device for segmenting image to be used for surveillance using weighted convolution filters for respective grid cells by converting modes according to classes of areas to satisfy level 4 of autonomous vehicle, and testing method and testing device using the same

Method and device for generating deceivable composite image by using GAN including generating neural network and discriminating neural network to allow surveillance system to recognize surroundings and detect rare event more accurately

Method and device for providing integrated feature map using ensemble of multiple outputs from convolutional neural network

Method for warning vehicle of risk of lane change and alarm device using the same

Method and device for encoding image and testing method and testing device using the same

Method for tracking object by using convolutional neural network including tracking network and computing device using the same

Learning method, learning device for detecting object using edge image and testing method, testing device using the same

Learning method, learning device for detecting lane through classification of lane candidate pixels and testing method, testing device using the same

Learning method and learning device for improving image segmentation and testing method and testing device using the same

Method for segmenting an image and device using the same

Method and device for generating feature maps by using feature upsampling networks

Learning method and learning device for improving performance of CNN by using feature upsampling networks, and testing method and testing device using the same

Method and device for constructing a table including information on a pooling type and testing method and testing device using the same

Method for monitoring blind spot of vehicle and blind spot monitor using the same

Learning method and learning device for improving image segmentation and testing method and testing device using the same

Method for monitoring blind spot of monitoring vehicle and blind spot monitor using the same

Method and device for alerting abnormal driver situation detected by using humans&#39; status recognition via V2V connection

Method for optimizing hyperparameters of auto-labeling device which auto-labels training images for use in deep learning network to analyze images with high precision, and optimizing device using the same

Method and device for detecting vehicle occupancy using passenger&#39;s keypoint detected through image analysis for humans&#39; status recognition

Method and device for warning blind spot cooperatively based on V2V communication with fault tolerance and fluctuation robustness in extreme situation

Method for automatically evaluating labeling reliability of training images for use in deep learning network to analyze images, and reliability-evaluating device using the same

Learning method and learning device for improving segmentation performance to be used for detecting road user events using double embedding configuration in multi-camera system and testing method and testing device using the same

Method and computing device for generating image data set to be used for hazard detection and learning method and learning device using the same

Learning method and learning device for object detector based on reconfigurable network for optimizing customers&#39; requirements such as key performance index using target object estimating network and target object merging network, and testing method and testing device using the same

Learning method and learning device using multiple labeled databases with different label sets and testing method and testing device using the same

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

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 target object merging network, and testing method and testing device using the same

Post-processing method and device for detecting lanes to plan the drive path of autonomous vehicle by using segmentation score map and clustering map

Learning method and testing method of object detector to be used for surveillance based on R-CNN capable of converting modes according to aspect ratios or scales of objects, and learning device and testing device using the same

Method and device for estimating height and weight of passengers using body part length and face information based on human's status recognition

Method and device for alerting abnormal driver situation detected by using humans' status recognition via V2V connection

Method and device for detecting vehicle occupancy using passenger's keypoint detected through image analysis for humans' status recognition

Learning method and learning device for object detector based on reconfigurable network for optimizing customers' requirements such as key performance index using target object estimating network and target object merging network, and testing method and testing device using the same