ScholarWorks@Sookmyung Women's University: Kim, Byung Gyu

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Kim, Byung Gyu (김병규)

Engineering (Division of Artificial Intelligence Engi)

Research Area: 영상 및 비디오 신호처리, 비전 딥러닝 모델 설계 및 이론, 비디오 신호 압축 표준, Image and video signal processing, vision deep learning model design and theory, Video coding standards

Tel 02-2077-7293
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Deep learning:11||deep learning:10||HEVC:6||convolutional neural network:5||IoT:5||blockchain:5||Data models:5||Internet of Things:5||video compression:4||Security:4||Cloud Computing:4||Object detection:3||Interlayer prediction:3||Deep Learning:3||Intra prediction:3||video coding:3||Feature extraction:3||VVC:3||Attention mechanism:3||CNN:3||facial expression recognition (FER):3||Image retrieval:3||Classification:3||SHVC:3||cognitive workload:2||Cognition:2||Fuzzy logic:2||Convolutional Neural Network (CNN):2||functional connectivity analysis:2||6G:2||High Efficiency Video Coding (HEVC):2||weighting matrix:2||Privacy:2||Scalable Extension of HEVC:2||convolutional neural network (CNN):2||Versatile Video Coding (VVC):2||Keypoint matching:2||Guided Image Filtering:2||Inter Prediction:2||sentiment analysis:2||AI:2||semantic segmentation:2||multiscale feature:2||mutual information:2||natural language processing:2||Video coding:2||Video compression:2||Artificial intelligence:2||object detection:2||LSTM:2||safetycritical timing:2||Video superresolution:2||Image Processing:2||Fewshot learning:2||Combinatorial mathematics:2||Edge information:2||Neural network:2||Inter prediction:2||phase transfer entropy:2||Recurrent neural network:2||Blockchain:2||FFT:2||privacypreserving:2||Object tracking:2||Healthcare:2||Resource management:2||임베디드 시스템:2||Internet of things:2||geometric feature:2||lightweight neural network:2||temporal behavior:2||6LoWPAN:2||Transportation cyberphysical systems:2||image restoration:2||6G mobile communication:2||clock constraint specification language:2||Fast Guided Image Filtering:2||Convolutional Neural Network:1||Cooja:1||Coordinate correction:1||Correlation filters:1||Cost Volume Filtering:1||Cost volume:1||Cost volume filtering:1||Costs:1||Crisis situation:1||Crowdsourcing:1||DCT:1||Data hiding:1||Data privacy:1||Decentralization:1||Decisionmaking:1||Deep Q Learning:1||Deep learningbased Nepali tools:1||Deep learning.:1||Deep neurofuzzy network:1||Deep reinforcement learning:1||Deepfake detection:1||Dementia:1||Depth data:1||Dew computing:1||Dewquantum:1||Digital Media:1||Dirichlet process mixture model:1||Discrete wavelet transform:1||Diseases:1||Distillation:1||Distorted Images:1||Distributed processing:1||DoG Filter:1||Document copyright:1||Dynamic ReLU:1||Dynamic scenes:1||Ehealthcare:1||ECG analysis:1||Early SKIP mode detection:1||Edge computing:1||Efficient Transmission:1||Elderly people:1||Electrocardiography:1||Electroencephalogram (EEG):1||Electroencephalography:1||Electronic healthcare:1||Embedded System:1||Embedded system:1||Encoding:1||Encryption Algorithm:1||Energy management:1||English learning livestreams:1||Enhancement layer:1||Entropy:1||Estimation:1||Ethereum:1||Evolutionary reinforcement learning:1||Explainable artificial intelligence:1||Eye action:1||Eye tracking:1||FVC:1||Face Detection:1||Face database:1||Face reconstruction:1||Facial expression recognition:1||Fall Detection:1||Fast algorithm:1||Feature pyramid network:1||Feature vector:1||Featureextraction:1||Federated learning:1||Feed Forward Neural Network:1||Flexible automation:1||Flow control:1||Frame Generation:1||Frontal face:1||Future Video Coding (FVC):1||Fuzzydeep neural network:1||GAN:1||GRU:1||Generative AI:1||Generative adversarial network:1||Gesture Recognition:1||Gesture recognition:1||GoogLeNet:1||Gorilla troops optimization:1||Green computing:1||Green nearfield wireless communications:1||HDR:1||HDR/WCG:1||HEVC 기반 스케일러블 부호화:1||HMM:1||Hamming code:1||Hand contour:1||Haptics:1||Hardware:1||Hardware Platform:1||Heterogeneous networks:1||Hierarchical structure:1||Highefficiency video coding (HEVC):1||Hindi:1||Hockey Videos:1||Human activity recognition:1||Humancomputer interaction:1||Hybrid delivery:1||Hyperdirectional beamforming:1||Hyperscale healthcare data fusion:1||IAM and IndBAN datasets:1||ICT 기반 시스템:1||ICTbased system:1||IPv6:1||IR image:1||IR pen:1||ISMSP:1||ISO29151:1||Image Matching:1||Image Segmentation:1||Image analysis:1||Image and video coding:1||Image classification:1||Image segmentation:1||Imaging Sensor:1||Imitation learning:1||Indian Sign Language (ISL):1||Industry 5.0:1||Interdevice synchronization:1||Interprediction:1||Interaction with virtual objects:1||Interactive service:1||Internet of music things:1||Interoperability:1||IoMT:1||IoTEdge continuum:1||Isolated intersections:1||Key frame protection:1||Keypoint extraction:1||Kinect:1||L*based learning:1||LBP feature:1||LBP value:1||LSB:1||Large model:1||Large models:1||Leap Motion System:1||Leap motion:1||Lipdetection:1||Lipreading:1||Local Stereo Matching:1||Local binary pattern:1||Long shortterm memory network:1||Lookup Tables(LUTs):1||Lowcomplexity beamforming:1||MIMO communication:1||MINMAX Similarity:1||MRC:1||Media synchronization:1||Medical data processing:1||Medical diagnostic imaging:1||Medical services:1||Mental Workload:1||Merging Algorithm:1||Microexpression recognition:1||Mobile Cloud Computing:1||Mobile healthcare:1||Monocular Image Processing:1||Monte Carlo methods:1||Motion Compensation:1||Motion Estimation:1||Motion degree:1||Movement analysis:1||MultiView Image Processing:1||Multitype tree:1||Multilayer perceptron:1||Multimedia data:1||Multimediacentric IoT:1||Multimodal analysis:1||Mutual information:1||NDN:1||NETWORK:1||Nepali chunker:1||Nepali optimum feature set:1||Nepali sequence labeling tools:1||Nepali text feature selection:1||Neural rendering:1||Noise Reduction:1||Noise measurement:1||Noise uncertainty:1||Novel view synthesis:1||Noveltydriven exploration:1||OFDM:1||OPAP:1||Object Detection:1||Object Detection Technology:1||Occlusion detection:1||OpenPose:1||Optimal threshold:1||Optimization:1||PSNR:1||PV power forecasting:1||PV system:1||Perceptual Artifact:1||Performance analysis:1||Personal data:1||Pixel Embedding:1||Plant Leaf Disease:1||Pose Estimation:1||Predictive Maintenance:1||Predictive models:1||Process monitoring:1||Quadtree plus binary tree (QTBT):1||Quality Enhancement:1||Quality Improvement:1||Quality of service:1||RGBD video:1||Radon Transform:1||Random Forest:1||Raspberrypi System:1||Rate Distortion Optimization (RDO):1||Realtime protocols:1||Realtime systems:1||Received signal to noise ratio:1||Redundancy:1||Rehabilitation:1||Residual connection:1||Resnet:1||RetinaNet:1||Road Detection:1||Roads:1||Robust keypoint:1||Robustness:1||Routing protocol:1||STEW Dataset:1||STN:1||Saliency Map:1||Scalable HighEfficiency Video Coding:1||Scalable video coding:1||Scale adaption:1||Scale sequence:1||Scene segmentation:1||Scene understanding:1||Scheduling:1||Scheduling algorithms:1||Secure data transmission:1||Security enhancement:1||Segmentation:1||Semantic Segmentation:1||Sensing threshold:1||Sentiment analysis:1||Servers:1||Shape descriptor:1||Shorttime fourier transform:1||Sign language:1||Similarity Measure:1||Skip mode:1||Small object detection:1||Smart Buildings:1||Smart Car:1||Smart City:1||Smart contract:1||Smart contracts:1||Smart machine tool:1||Smart touch:1||Smartmirror:1||Software Solution:1||Spatiotemporal graph convolution:1||Stereo Image Processing.:1||Stereo Matching Algorithm:1||Stereo matching:1||StoolNet:1||Structural Similarity Matric (SSIM):1||StyleGAN:1||Supermedia:1||Superpixel:1||Sustainability:1||System of Infringement Response:1||Task analysis:1||Ternary tree:1||Texture analysis:1||Texture database:1||Threedimensional displays:1||Throughput:1||Tire Defect Detection:1||Tire Wear Classification:1||Tracking:1||Traffic signal timing:1||Trajectory analysis:1||Transformer:1||Transport protocols:1||Ultra high quality video:1||Ultramassive multipleinputmultipleoutput:1||Ultrasonic Sensors:1||Uncertainty:1||Unsupervised machine learning:1||VGG Net:1||Vehicle dynamics:1||Versatile Video Coding (VVC/H.266):1||Video Coding:1||Video Compression:1||Video Dataset:1||Video Surveillance Systems:1||Video object:1||Video signal processing:1||Video summarization:1||Virtual Environment:1||Virtual Hardware:1||Virtual Prototyping:1||VisDrone2019:1||Vision transformer:1||Visual attention information:1||Visual surveillance:1||WGAN:1||WSN:1||Wearable sensors:1||Weighted guided image filtering:1||Wireless Mesh Networks:1||Wireless communication:1||Wireless communications:1||Zero Dimensional Convolution:1||Zerotrust security:1||access permission:1||adaptive QP control mechanism:1||adaptive filter:1||aerial images:1||affine motion model:1||alternating direction method of multipliers:1||artificial intelligence:1||aspectbased sentiment analysis:1||attention mechanism:1||audio compression:1||avatar:1||batch member selection:1||biprediction:1||cGAN:1||carfollowing:1||channel attention networks:1||channel selective relation network:1||classification:1||closest foot point estimation:1||color classification:1||computer vision:1||connected and autonomous vehicles:1||consumer electronics:1||contextfree grammar:1||convolutional neural networks:1||cooperative control:1||data analysis:1||data hiding:1||deep learning neural network:1||deep spatiotemporal network:1||dense networks:1||digital healthcare:1||distributed application:1||drones:1||edge intelligence:1||embedded system:1||emotion recognition:1||emotion recognition in conversation (ERC):1||encoding:1||ensemble:1||facial expression recognition:1||fake news:1||feature analysis:1||feature pyramid network:1||federated learning:1||federated learning:1||foot temperature sensor:1||foot ulceration monitoring:1||fractional interpolation:1||fuzzy membership value:1||fuzzy system:1||generative adversarial networks:1||generative adversarial privacy:1||graph convolutional network:1||green medical supply chain systems:1||hand gesture recognition:1||hand tracking:1||healthcare certificate:1||healthcare communication network:1||hierarchical access control:1||high embedding capacity:1||image enhancement:1||image processing:1||image segmentation:1||infrared environment:1||joint fusion classifier:1||lexicon:1||linear mapping:1||local binary pattern (LBP) feature:1||local differential privacy:1||low loss:1||lower body joint point estimation:1||machine learning:1||masking identification:1||medical big data:1||medical cyberphysical systems:1||medical image:1||mental workload:1||minimum overlapped frame structure:1||mobility:1||modification constraint within neighborhood:1||motion compensation:1||motion estimation:1||mulaw encoding:1||multichannel:1||multidepth network:1||multimodal data:1||multirate signal processing:1||naturalness:1||next generation audio coding:1||nextgeneration networking:1||optimal membership value:1||palmprint recognition:1||palmvein recognition:1||parallel processing:1||partial feature extraction:1||passive BCI:1||perceptual artifact:1||perspective motion model:1||phase locking value:1||piezoelectric bimorph:1||place classification:1||privacy:1||quality improvement:1||random selection:1||realtime face recognition:1||realtime multimodal biometrics:1||reinforced biometric reconstruction attack:1||residual dense networks:1||residual networks:1||resource management:1||scale sequence (S2) feature:1||scene:1||scene classification:1||secret sharing:1||selfattention:1||selfpowered wireless sensor platform:1||sign movement:1||single image artifacts reduction:1||single image superresolution:1||sky region:1||social media:1||sparse Observability:1||stool medical image:1||super node:1||super resolution:1||surveillance:1||target detection:1||task offloading:1||task scheduling:1||threedimensional feature:1||time classification:1||token:1||twoclass decision making:1||vehicle road cooperation:1||vehicular edge computing:1||versatile video coding:1||versatile video coding (VVC):1||video surveillance:1||visual quality:1||weighting approach:1||windowedcolor histogram:1||zero trust:1||가상 환경:1||객체 검출:1||객체 분류:1||계층 간 예측:1||계층적 구조:1||고속 유도 영상 필터링:1||공정 모니터링:1||그림 심리 검사:1||노령자:1||동작인식:1||딥 러닝:1||딥러닝:1||라즈베리파이 시스템:1||립 검출:1||립 리딩:1||립 모션:1||문서 저작권:1||분산처리:1||사물감지기술:1||소프트웨어 솔루션:1||스마트 공작기계:1||스마트 미러:1||스마트 터치:1||스케일러블 부호화:1||스테레오 매칭 알고리즘:1||시각 주의 정보:1||시각장애인:1||얼굴검출:1||영상 분할:1||유도 영상 필터링:1||유연자동화:1||인지 향상:1||재활:1||적외선 영상:1||적외선펜:1||적응적 필터링:1||좌표보정:1||초음파센서:1||치매:1||캡션 추출:1||특징 추출:1||3D Video Service:1||회로 에뮬레이터:1||3D Object Detection:1||3D convolutional neural network (3D CNN):1||3차원 비디오 서비스:1||5 generation (5G) convergence network:1||5G:1||AFDM:1||AIbased IoT:1||ASL:1||Adaptation models:1||Adaptive filtering:1||Adaptive multimedia:1||Adaptive pattern:1||Analytical models:1||Antenna arrays:1||AreaBased Fast Image Stitching:1||Array signal processing:1||Arrhythmia:1||Art Therapy:1||Artificial intelligence (AI):1||Assistive Living:1||Attention:1||Audio production separation:1||Augmented information:1||Augmented intelligence of things:1||Augmented reality:1||Autoencoders:1||Autonomous Driving:1||Autonomous electronic vehicles:1||BER:1||BERT:1||BILSTMCRF neural network:1||BMS:1||Ballet education:1||Bayes methods:1||Bidirectional propagation:1||Big Data:1||Big data:1||Binary Image:1||Biometrics:1||Blind Person:1||Blockbased motion estimation:1||BrainComputer Interface:1||BrainNetCNN:1||Breast cancer:1||Broadcast and broadband delivery:1||Byzantine attacks:1||CCTV:1||CRIoT:1||CRNN:1||Cache computing:1||Cameras:1||Camshift:1||Caption extraction:1||Capture the Flag:1||Centrifugal Compressors:1||Circuit Emulator:1||CloudSim:1||CoAP:1||Cognitive enhancement:1||Color Artifact:1||Color Model:1||Color Segmentation:1||Color artifact:1||Complex multisensors:1||Complexity reduction:1||Computational modeling:1||Computer Vision:1||Computer vision and image processing techniques:1||Conditional probability:1||Congestion control:1||Constrained Application Protocol:1||Consumer Internet of Things:1||Consumer electronics:1||Contiki OS:1||Control Interface:1||ConvNeXt:1||

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Sookmyung Women's University. Cheongpa-ro 47-gil 100 (Cheongpa-dong 2ga), Yongsan-gu, Seoul, 04310, Korea02-710-9127

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