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Jinwuk Seok
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On-Device Artificial Intelligence Models Research Section
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논문 검색결과
Type Year Title Cited Download
Conference
2024 Intuitive Analysis of the Quantization-based Optimization: From Stochastic and Quantum Mechanical Perspective   Jinwuk Seok   Conference on Neural Information Processing Systems (NeurIPS) 2024 : Workshop, pp.1-20
Conference
2024 Stochastic Differential Equation of Quantized Learning for Machine Learning on Embedded System   석진욱   대한임베디드공학회 학술 대회 (추계) 2024, pp.292-4
Journal
2024 Numerical analysis of quantization‐based optimization   Jinwuk Seok   ETRI Journal, v.46, no.3, pp.367-378 0
Conference
2023 Quantization-based Optimization with Perspective of Quantum Mechanics   Jinwuk Seok   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.177-180 0
Conference
2023 Generate Chest X-ray Image using Reconstruction based on Denoising Diffusion Probabilistic Models   Seongwon Jo   한국인공지능학회 학술대회 (하계) 2023, pp.1-4
Conference
2023 Quantized Stochastic Gradient Langevin Dynamics using Enhanced Compensation Function   석진욱   대한전자공학회 학술 대회 (하계) 2023, pp.1-4
Journal
2023 Nonlinear optimization algorithm using monotonically increasing quantization resolution   Jinwuk Seok   ETRI Journal, v.45, no.1, pp.119-130 3
Conference
2022 Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization   Jinwuk Seok   Conference on Neural Information Processing Systems (NeurIPS) 2022 : Workshop, pp.1-25
Conference
2022 Stochastic Differential Equation of the Quantization based Optimization   Jinwuk Seok   International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1-3 0
Conference
2022 A study on deep learning-based classification for Pneumonia detection   Seong Won Jo   International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1-3 1
Conference
2021 Stochastic Learning Equation using Monotone Increasing Resolution of Quantization   Jinwuk Seok   Conference on Neural Information Processing Systems (NeurIPS) 2021 : Workshop, pp.1-11
Conference
2021 Analysis of Conjugate Properties about Learning Equation based on Stochastic Gradient Descent with Momentum   석진욱   대한전자공학회 학술심포지움 2021, pp.1-2
Conference
2021 DARS: Data Augmentation using Refined Segmentation on Computer Vision Tasks   Young Hoon Cho   International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-3 2
Conference
2021 Quantized ADAM with Monotonically Increasing Resolution of Quantization   Jinwuk Seok   International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1719-1721 3
Conference
2021 Real-Time Detecting and Tracking Framework on Small Objects for Embedded Systems   조영훈   한국지능시스템학회 학술 대회 (춘계) 2021, pp.135-136
Conference
2020 Fast Idle-and-Go Algorithm and Estimated Curvature to Objective function for control to Learning rate in Machine Learning   석진욱   대한전자공학회 학술 대회 (추계) 2020, pp.608-611
Journal
2020 Study on the Effective Compensation of Quantization Error for Machine Learning in an Embedded System   석진욱   방송공학회논문지, v.25, no.2, pp.157-165
Journal
2019 2개의 양자화 계수를 사용한 효과적인 비디오 코딩   Jinwuk Seok   방송공학회논문지, v.24, no.7, pp.1199-1208
Conference
2019 Study on Quantized Learning for Machine Learning Equation in an Embedded System   석진욱   한국방송·미디어공학회 학술 대회 (추계) 2019, pp.1-4
Conference
2019 Study on Quantized Differentiation for Machine Learning in an Embedded System   석진욱   대한임베디드공학회 학술 대회 (추계) 2019, pp.11-14
Conference
2019 Study on Quantized Learning for Machine Learning Equation in an Embedded System   석진욱   대한전자공학회 학술 대회 (추계) 2019, pp.675-678
Conference
2019 Effective Video Compression with Two Quantization Parameters   Jinwuk Seok   International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2019, pp.1-4 0
Journal
2018 Image Processing of Pseudo-rate-distortion Function Based on MSSSIM and KL-Divergence, Using Multiple Video Processing Filters for Video Compression   석진욱   방송공학회논문지, v.23, no.6, pp.768-779
Conference
2018 Image processing of pseudo rate-distortion function based on MSSSIM and KL-Divergence, using multiple video processing filters for video compression.   석진욱   한국방송·미디어공학회 학술 대회 (하계) 2018, pp.1-4
Conference
2018 영상 압축을 위한 변환 인공 신경망 연구   이주영   영상 처리 및 이해에 관한 워크샵 (IPIU) 2018, pp.1-5
Conference
2018 Video intra-frame prediction through neural network   조승현   영상 처리 및 이해에 관한 워크샵 (IPIU) 2018, pp.1-3
Conference
2017 Implementation and Analysis of HEVC Intra-prediction Residual Dimension Reduction using Autoencoder   김연희   대한전자공학회 학술 심포지움 2017, pp.1-2
Journal
2017 HDR/WCG 비디오와 3D 오디오를 지원하는 초고품질 방송 서비스와 고정 UHD/이동 HD 방송 서비스를 제공하는 ATSC 3.0 기반 UHDTV 방송 시스템 개발   기명석   방송공학회논문지, v.22, no.6, pp.1-21
Journal
2017 Development of an Ultra-HD HEVC Encoder using SIMD Implementation and Fast Encoding Schemes for Smart Surveillance System   Dongsan Jun   Journal of Supercomputing, v.73, no.3, pp.940-960 4
Conference
2017 ROUTE/DASH Server System Development for Realtime UHD Broadcasting   Myungseok Ki   International Conference on Advanced Communication Technology (ICACT) 2017, pp.796-799 1
Conference
2017 Adaptive Tile Partitioning and Thead-level Load Balancing Method for HEVC Parallel Encoder   김연희   영상 처리 및 이해에 관한 워크샵 (IPIU) 2017, pp.1-5
Journal
2016 Fast Prediction Mode Decision in HEVC Using a Pseudo Rate-Distortion Based on Separated Encoding Structure   Jinwuk Seok   ETRI Journal, v.38, no.5, pp.807-817 6
Conference
2016 Design and Implementation of Low Delay UHD HEVC Video Encoder System   석진욱   대한전자공학회 종합 학술 대회 (하계) 2016, pp.1840-1843
Conference
2016 Analysis of Fast Prediction Mode Decision based on Hadamard Transformation in HEVC Encoding   Jinwuk Seok   영상 처리 및 이해에 관한 워크샵 (IPIU) 2016, pp.1-4
Conference
2016 A Sample Adaptive Offset Early Termination Method for HEVC Parallel Encoding   Younhee Kim   International Symposium on Electronic Imaging (EI) 2016, pp.1-6 0
Conference
2016 Implementation of Accelerated 4K HEVC Encoder using SIMD Optimization and Data-Level Parallelism   Dongsan Jun   International Workshop on Advanced Image Technology (IWAIT) 2016, pp.1-4
Conference
2016 Fast Motion Estimation Method in HEVC using Search Box based on SIMD for compression of Ultra High-Definition Video   Jinwuk Seok   International Workshop on Advanced Image Technology (IWAIT) 2016, pp.1-4
Conference
2015 Load Balancing Method for HEVC Tile Encoding   정순흥   한국방송공학회 학술 대회 (추계) 2015, pp.200-202
Conference
2015 A Bitrate Control Scheme with Multiple Slices for 4K UHD Real-Time HEVC Encoders   김대은  한국방송공학회 학술 대회 (추계) 2015, pp.149-151
Conference
2015 Novel Motion Estimation Scheme to Integer Pixel with a Search Box Based on SIMD for Fast HEVC Encoding   석진욱   한국방송공학회 학술 대회 (추계) 2015, pp.203-206
Journal
2015 Tile-Level and Frame-Level Parallel Encoding for HEVC   김연희   방송공학회논문지, v.20, no.3, pp.388-397
Conference
2015 Implementation and Improvement of Parallelization for HEVC Encoding   Younhee Kim   International Workshop on Advanced Image Technology (IWAIT) 2015, pp.1-3
Conference
2013 An Efficient Inter Prediction Mode Decision Method for Fast Motion Estimation in HEVC   Alex Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2013, pp.502-505 14
Journal
2013 Early Termination Algorithm of Merge Mode Search for Fast High Efficiency Video Coding (HEVC) Encoder   박찬섭  방송공학회논문지, v.18, no.5, pp.691-701
Conference
2013 Analysis of Trade-off between Coding Loss and Complexity according to the Various Configurations of Multiple Reference Frame in the Inter Prediction of HEVC Encoder   이호재   대한전자공학회 종합 학술 대회 (하계) 2013, pp.917-920
Journal
2013 An Early Termination Algorithm for Efficient CU Splitting in HEVC   칼리얀 고스와미  방송공학회논문지, v.18, no.2, pp.271-282
Conference
2013 Early CU Splitting Termination Algorithm for HEVC Encoder   Kalyan Goswami  영상 처리 및 이해에 관한 워크샵 (IPIU) 2013, pp.1-4
Conference
2013 HEVC 인코더 고속화를 위한 효율적인 병합 모드 조기 결정 알고리즘   박찬섭  영상 처리 및 이해에 관한 워크샵 (IPIU) 2013, pp.1-6
Conference
2013 HEVC 부호화 모드에 따른 발생 비트량 예측을 통한 고속 부호화 모드 결정 방법   정순흥   영상 처리 및 이해에 관한 워크샵 (IPIU) 2013, pp.1-5
Conference
2012 HEVC-Encoded Video Bit-Stream Analyzer   정순흥   한국방송공학회 학술 대회 (하계) 2012, pp.1-4
Conference
2012 Tile-Based Parallelizing for a Fast HEVC Encoder   김연희   한국방송공학회 학술 대회 (하계) 2012, pp.1-4
Journal
2011 A Novel Method for Bitrate Control within Macroblocks Using Kalman and FIR Filters   Jinwuk Seok   ETRI Journal, v.33, no.4, pp.641-644 1
Conference
2011 A Method of Bit-Rate Control within Macro-Blocks using Information of Coded Block Pattern in a Video Codec   Jinwuk Seok   International Conference on Advanced Communication Technology (ICACT) 2011, pp.1604-1607
Conference
2011 The Analysis of a Fractional Pixels Generated by a Combination of Linear FIR Filters in a Video Codec   Jinwuk Seok   International Conference on Advanced Communication Technology (ICACT) 2011, pp.660-663
Journal
2008 Fast Block Mode Decision Algorithm in H.264/AVC using a Filter Bank of Kalman Filters for High Definition Encoding   Jin Wuk Seok   Multimedia Systems, v.13, no.5-6, pp.391-408 3
Conference
2006 The Differential Structure of sub pixels Interpolated from Integer Pixels Using n-tab FIR Filters for High Definition H.264 Video Encoding   Jin Wuk Seok   International Conference on Multimedia (MM) 2006, pp.667-670 2
Conference
2006 Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks   Jin Wuk Seok   International Symposium on Neural Networks (ISNN) 2006 (LNCS 3971), v.3971, pp.456-463 0
Journal
2006 The Research Trend of the H.264 Technology   석진욱   전자통신동향분석, v.21, no.1, pp.25-34
Conference
2003 Motion Estimation Method by Employing a Stochastic Sampling Technique   Jinwuk Seok   한국멀티미디어학회 학술 발표 대회 (추계) 2003, pp.1006-1009
Journal
2003 Multimedia Data Processing Elements for Digital TV and Multimedia Services in Home Server Platform   Changseok Bae   IEEE Transactions on Consumer Electronics, v.49, no.1, pp.64-70 8
Conference
2002 The analysis of a stochastic differential approach for Langevin competitive learning algorithm   Jinwuk Seok   International Conference on Pattern Recognition (ICPR) 2002, pp.80-83