Inventor · disambiguated record
Insu Kim
Also filed as: KIM INSU
94 granted patents·2 pending applications·1,148 citations·filing 2011–2023
99Inventor score
Top patents by PatentIndex Score
96 records- 0198US10408939B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Sep 10, 2019·73 cites·22 claims
- 0298US10373026B1Learning 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 environmentsSTRADVISION INC·Filed 2019·Granted Aug 6, 2019·50 cites·20 claims
- 0398US10229346B1Learning method, learning device for detecting object using edge image and testing method, testing device using the sameSTRADVISION INC·Filed 2018·Granted Mar 12, 2019·38 cites·28 claims
- 0497US10503174B1Method and device for optimized resource allocation in autonomous driving on the basis of reinforcement learning using data from lidar, radar, and camera sensorSTRADVISION INC·Filed 2019·Granted Dec 10, 2019·38 cites·18 claims
- 0596US10540572B1Method for auto-labeling training images for use in deep learning network to analyze images with high precision, and auto-labeling device using the sameSTRADVISION INC·Filed 2019·Granted Jan 21, 2020·25 cites·30 claims
- 0696US10504027B1CNN-based learning method, learning device for selecting useful training data and test method, test device using the sameSTRADVISION INC·Filed 2018·Granted Dec 10, 2019·27 cites·30 claims
- 0796US10474713B1Learning method and learning device using multiple labeled databases with different label sets and testing method and testing device using the sameSTRADVISION INC·Filed 2018·Granted Nov 12, 2019·20 cites·26 claims
- 0896US10402977B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Sep 3, 2019·24 cites·30 claims
- 0996US10402978B1Method 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 sameSTRADVISION INC·Filed 2019·Granted Sep 3, 2019·22 cites·30 claims
- 1096US10373317B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Aug 6, 2019·22 cites·12 claims
- 1196US10346693B1Method and device for attention-based lane detection without post-processing by using lane mask and testing method and testing device using the sameSTRADVISION INC·Filed 2019·Granted Jul 9, 2019·27 cites·24 claims
- 1296US10325371B1Method 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 sameSTRADVISION INC·Filed 2019·Granted Jun 18, 2019·21 cites·16 claims
- 1396US10325201B1Method 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 accuratelySTRADVISION INC·Filed 2019·Granted Jun 18, 2019·30 cites·24 claims
- 1496US10311337B1Method and device for providing integrated feature map using ensemble of multiple outputs from convolutional neural networkSTRADVISION INC·Filed 2018·Granted Jun 4, 2019·23 cites·26 claims
- 1596US10300851B1Method for warning vehicle of risk of lane change and alarm device using the sameSTRADVISION INC·Filed 2018·Granted May 28, 2019·26 cites·24 claims
- 1696US10282864B1Method and device for encoding image and testing method and testing device using the sameSTRADVISION INC·Filed 2018·Granted May 7, 2019·23 cites·28 claims
- 1796US10269125B1Method for tracking object by using convolutional neural network including tracking network and computing device using the sameSTRADVISION INC·Filed 2018·Granted Apr 23, 2019·28 cites·26 claims
- 1896US10223614B1Learning method, learning device for detecting lane through classification of lane candidate pixels and testing method, testing device using the sameSTRADVISION INC·Filed 2018·Granted Mar 5, 2019·22 cites·18 claims
- 1995US10699192B1Method 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 sameSTRADVISION INC·Filed 2019·Granted Jun 30, 2020·15 cites·10 claims
- 2095US10692002B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Jun 23, 2020·21 cites·24 claims
- 2195US10373027B1Method 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 sameSTRADVISION INC·Filed 2019·Granted Aug 6, 2019·22 cites·26 claims
- 2295US10262214B1Learning method, learning device for detecting lane by using CNN and testing method, testing device using the sameSTRADVISION INC·Filed 2018·Granted Apr 16, 2019·19 cites·20 claims
- 2394US10551845B1Method and computing device for generating image data set to be used for hazard detection and learning method and learning device using the sameSTRADVISION INC·Filed 2019·Granted Feb 4, 2020·17 cites·12 claims
- 2494US10509987B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Dec 17, 2019·15 cites·16 claims
- 2594US10438082B1Learning method, learning device for detecting ROI on the basis of bottom lines of obstacles and testing method, testing device using the sameSTRADVISION INC·Filed 2018·Granted Oct 8, 2019·18 cites·24 claims
- 2694US10430691B1Learning 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 monitoringSTRADVISION INC·Filed 2019·Granted Oct 1, 2019·17 cites·28 claims
- 2794US10423840B1Post-processing method and device for detecting lanes to plan the drive path of autonomous vehicle by using segmentation score map and clustering mapSTRADVISION INC·Filed 2019·Granted Sep 24, 2019·15 cites·28 claims
- 2894US10423860B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Sep 24, 2019·19 cites·28 claims
- 2994US10410120B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Sep 10, 2019·17 cites·28 claims
- 3094US10325179B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Jun 18, 2019·16 cites·24 claims
- 3194US10311335B1Method 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 sameSTRADVISION INC·Filed 2018·Granted Jun 4, 2019·15 cites·28 claims
- 3294US10311336B1Method and device of neural network operations using a grid generator for converting modes according to classes of areas to satisfy level 4 of autonomous vehiclesSTRADVISION INC·Filed 2019·Granted Jun 4, 2019·17 cites·20 claims
- 3393US10551846B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Feb 4, 2020·12 cites·30 claims
- 3493US10410352B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Sep 10, 2019·13 cites·30 claims
- 3593US10380724B1Learning 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 situationsSTRADVISION INC·Filed 2019·Granted Aug 13, 2019·12 cites·18 claims
- 3693US10373023B1Learning method and learning device for runtime input transformation of real image on real world into virtual image on virtual world, to be used for object detection on real images, by using cycle GAN capable of being applied to domain adaptationSTRADVISION INC·Filed 2019·Granted Aug 6, 2019·13 cites·24 claims
- 3793US10325352B1Method 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 optimizationSTRADVISION INC·Filed 2019·Granted Jun 18, 2019·14 cites·14 claims
- 3893US10303980B1Learning method, learning device for detecting obstacles and testing method, testing device using the sameSTRADVISION INC·Filed 2018·Granted May 28, 2019·11 cites·30 claims
- 3993US10275667B1Learning method, learning device for detecting lane through lane model and testing method, testing device using the sameSTRADVISION INC·Filed 2018·Granted Apr 30, 2019·14 cites·28 claims
- 4092US10579907B1Method for automatically evaluating labeling reliability of training images for use in deep learning network to analyze images, and reliability-evaluating device using the sameSTRADVISION INC·Filed 2019·Granted Mar 3, 2020·12 cites·16 claims
- 4192US10482584B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Nov 19, 2019·9 cites·26 claims
- 4292US10467503B1Method and device for generating image data set to be used for learning CNN capable of detecting obstruction in autonomous driving circumstanceSTRADVISION INC·Filed 2018·Granted Nov 5, 2019·12 cites·12 claims
- 4392US10452980B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Oct 22, 2019·12 cites·24 claims
- 4492US10387754B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Aug 20, 2019·12 cites·30 claims
- 4592US10304009B1Learning method and testing method for object detector based on R-CNN, and learning device and testing device using the sameSTRADVISION INC·Filed 2018·Granted May 28, 2019·13 cites·30 claims
- 4691US10579924B1Learning method, learning device with multi-feeding layers and testing method, testing device using the sameSTRADVISION INC·Filed 2018·Granted Mar 3, 2020·9 cites·30 claims
- 4791US10402692B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Sep 3, 2019·10 cites·28 claims
- 4891US10395392B1Learning 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 dataSTRADVISION INC·Filed 2019·Granted Aug 27, 2019·10 cites·16 claims
- 4991US10387752B1Learning 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 sameSTRADVISION INC·Filed 2019·Granted Aug 20, 2019·11 cites·30 claims
- 5090US10528867B1Learning method and learning device for neural network at adaptive learning rate, and testing method and testing device using the sameSTRADVISION INC·Filed 2018·Granted Jan 7, 2020·9 cites·20 claims
Showing the top 50 of 96 patent records by PatentIndex Score.
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Identity basis: PatentsView inventor disambiguation (2025Q4-odp release). How scoring works →