Inventor
KIM INSU
KR99 patents
Patents
50 patentsUS10408939B1Sep 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
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
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
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
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
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
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
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
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
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
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
US10325352B1Jun 18, 2019
Method and device for transforming CNN layers to optimize CNN parameter quantization to be used for mobile devices or compact networks with high precision via hardware optimization
STRADVISION INC14 citations86
US10325179B1Jun 18, 2019
Learning method and learning device for pooling ROI by using masking parameters to be used for mobile devices or compact networks via hardware optimization, and testing method and testing device using the same
STRADVISION INC16 citations86
US10311335B1Jun 4, 2019
Method and device for generating image data set to be used for learning CNN capable of detecting obstruction in autonomous driving circumstance, and testing method, and testing device using the same
STRADVISION INC15 citations86
US10311336B1Jun 4, 2019
Method and device of neural network operations using a grid generator for converting modes according to classes of areas to satisfy level 4 of autonomous vehicles
STRADVISION INC17 citations86
US10275667B1Apr 30, 2019
Learning method, learning device for detecting lane through lane model and testing method, testing device using the same
STRADVISION INC14 citations86
US10262214B1Apr 16, 2019
Learning method, learning device for detecting lane by using CNN and testing method, testing device using the same
STRADVISION INC19 citations86
US10579924B1Mar 3, 2020
Learning method, learning device with multi-feeding layers and testing method, testing device using the same
STRADVISION INC9 citations84
US10528867B1Jan 7, 2020
Learning method and learning device for neural network at adaptive learning rate, and testing method and testing device using the same
STRADVISION INC9 citations84
US10496899B1Dec 3, 2019
Learning method and learning device for adjusting parameters of CNN in which residual networks are provided for meta learning, and testing method and testing device using the same
STRADVISION INC10 citations84
US10482584B1Nov 19, 2019
Learning method and learning device for removing jittering on video acquired through shaking camera by using a plurality of neural networks for fault tolerance and fluctuation robustness in extreme situations, and testing method and testing device using the same
STRADVISION INC9 citations84
US10467503B1Nov 5, 2019
Method and device for generating image data set to be used for learning CNN capable of detecting obstruction in autonomous driving circumstance
STRADVISION INC12 citations84
US10452980B1Oct 22, 2019
Learning method and learning device for extracting feature from input image by using convolutional layers in multiple blocks in CNN, resulting in hardware optimization which allows key performance index to be satisfied, and testing method and testing device using the same
STRADVISION INC12 citations84
US10410352B1Sep 10, 2019
Learning method and learning device for improving segmentation performance to be used for detecting events including pedestrian event, vehicle event, falling event and fallen event using edge loss and test method and test device using the same
STRADVISION INC13 citations84
US10402692B1Sep 3, 2019
Learning method and learning device for fluctuation-robust object detector based on CNN using target object estimating network adaptable to customers' requirements such as key performance index, and testing device using the same
STRADVISION INC10 citations84
US10402695B1Sep 3, 2019
Learning method and learning device for convolutional neural network using 1×H convolution for image recognition to be used for hardware optimization, and testing method and testing device using the same
STRADVISION INC9 citations84
US10395392B1Aug 27, 2019
Learning method and learning device for strategic transforming RGB training image sets into non-RGB training image sets, to be used for learning object detection on objects of images in non-RGB format, by using cycle GAN, resulting in significantly reducing computational load and reusing data
STRADVISION INC10 citations84
US10387754B1Aug 20, 2019
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 device using the same
STRADVISION INC12 citations84
US10387752B1Aug 20, 2019
Learning method and learning device for object detector with hardware optimization based on CNN for detection at distance or military purpose using image concatenation, and testing method and testing device using the same
STRADVISION INC11 citations84
US10380724B1Aug 13, 2019
Learning method and learning device for reducing distortion occurred in warped image generated in process of stabilizing jittered image by using GAN to enhance fault tolerance and fluctuation robustness in extreme situations
STRADVISION INC12 citations84
US10373323B1Aug 6, 2019
Method and device for merging object detection information detected by each of object detectors corresponding to each camera nearby for the purpose of collaborative driving by using V2X-enabled applications, sensor fusion via multiple vehicles
STRADVISION INC8 citations84
Showing the top 50 of 99 patents by PatentIndex Score.