Conference

  • Jiseon Moon, Sangil Ahn, Min Gyu Joo, Hyoung Won Baac, Jitae Shin, "Multi-Modal Deep Learning for the Thickness Prediction of Blood Clot," The 25th International Conference on Advanced Communications Technology (ICACT2023), Feb. 19, 2023.
  • 신우석, 신지태, "클라이언트가중치의다봉분포시분산을이용한연합학습 [p3-7]," IPIU [35th WORKSHOP ON IMAGE PROCESSING AND IMAGE UNDERSTANDING ] 2023, Feb. 10, 2023.
  • 문지선, 신지태, "비지도학습 기반 이미지 연무 제거 모델 [p2-34]," IPIU 2023, Feb. 09, 2023.
  • Quang T.M. Pham, 한종철, 신지태, "Predicting the visual field of glaucoma patients with contrastive learning [p1-73]," IPIU 2023, Feb. 08, 2023.
  • Sangil Ahn and Jitae Shin, "Self-supervised Learning for Anomaly Detection in Fundus Image," Ophthalmic Medical Image Analysis (OMIA) 2022, LNCS 13576, pp. 143–151, With MICCAI 2022, Sep. 22, 2022.
  • Quang T. M. Pham, Jong Chul Han, and Jitae Shin, "Visual Field Prediction with Missing and Noisy Data Based on Distance-Based Loss," Medical Image Learning with Limited and Noisy Data (MILLanD) 2022, LNCS 13559, pp. 199–205, With MICCAI 2022, Sep. 22, 2022.
  • Wooseok Shin and Jitae Shin, "FedVar: Federated Learning Algorithm with Weight Variation in Clients," ITC-CSCC 2022,, Jul. 06, 2022.
  • Deogho Choi and Jitae Shin, "Graph Structure Learning based on Mistakenly Predicted Edges from Reconstructed Graph Representation," ITC-CSCC 2022,, Jul. 06, 2022.
  • Deogho Choi, Daniel Chae, Wooyeon Kim, Jihong Kim, Janghoon Yang, and Jitae Shin, "Deep Clustering for Mixed-type Data with Frequency Encoding and Doubly Weighted Cross Entropy Loss," ITC-CSCC 2022. , Jul. 06, 2022.
  • Yan Wang and Jitae Shin, "GAN-based face identity feature recovery for image inpainting," 37th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) , Jul. 06, 2022.
  • Jiseon Moon, Jitae Shin, "비지도학습 기반 저화질 CCTV 화질 개선 알고리즘 ( Low-quality CCTV image super resolution algorithm based on unsupervised learning )," 대한전자공학회 하계학술대회, Jun. 30, 2022.
  • Sidra Bibi and Jitae Shin, "Detection of Face Features using Adapted Triplet Loss with Biased data," IEEE International Conference on Imaging Systems and Techniques (IST) - International Conference on Imaging Systems and Techniques, Jun. 21, 2022.
  • Tran Minh Quang Pham and Jitae Shin, "Generative Adversarial Networks for Retinal Image Enhancement with Pathological Information," IMCOM 2021 , Jan. 05, 2021.
  • Mehwish Awan, Jitae Shin, "Online Keyframe Selection Scheme for Semantic Video Segmentation," IEEE ICCE-Asia , Nov. 01, 2020.
  • Mehwish Awan, Jitae Shin, "Semantic Video Segmentation with Dense-and-Dual Warping Spatial Features," International Conference on AI in information and communication (ICAIIC 2020), Japan, Feb. 20, 2020.
  • 황혜경,신지태, "Gaussian Clustering을 활용한 Single Shot Object Detector," 한국통신학회 동계종합학술발표회, Feb. 05, 2020. [NRF2020]
  • 김영준,정희윤,황혜경,신지태, "Controllable & Interpretable 혐오 발언 검출기," 한국통신학회 동계종합학술발표회, Feb. 05, 2020. [NRF2020, ITRC2019]
  • 김영준,황혜경,신지태, "Receptive Filed Steam Block을 이용한 실시간 객체검출 기법," 한국통신학회 동계종합학술발표회, Feb. 05, 2020. [NRF2020]
  • Sang-il Ahn, Toan Duc Bui,Jitae Shin, "Compression and Intensity Module for Brain MRI Segmentation," ISBI 2019, Venice, Italy, Apr. 08, 2019. [NRF 2017, NRF 2018, ITRC 2018]
  • 안상일, 신지태, "Image Captioning 성능 향상을 위한 효율적인 특징 추출 모델 제안," 영상처리 및 이해에 관한 워크샵 (IPIU), Feb. 13, 2019. [NRF 2018, ITRC 2018]
  • 이용우, 신지태, "FPN과 SE-Net을 활용한 보행자 검출 기법," 영상처리 및 이해에 관한 워크샵 (IPIU), Feb. 13, 2019. [NRF 2017, ITRC 2018]
  • 김영준, 한은, 안영상, 신지태, "Avocado : 인공지능 기반 습관 성형 다이어트," 한국통신학회 동계종합학술발표회, Jan. 25, 2019. [NRF 2017, ITRC 2018]
  • 김영준, 한은, 안영상, 신지태, "Avocado : 딥 러닝 기반 다이어트 다이어리 애플리케이션 입력 인터페이스," 한국통신학회 동계종합학술발표회, Jan. 25, 2019. [NRF 2017, ITRC 2018]
  • 김영준, 한은, 안영상, 신지태, "Avocado : 딥 러닝 기반 다이어트 다이어리 애플리케이션 입력 인터페이스," 한국통신학회 동계종합학술발표회, Jan. 25, 2019. [NRF 2017, ITRC 2018]
  • 황혜경, Awan Mehwish, 이용우, 김영준, 신지태, "KOREN 연구망을 활용한 Smart Safety Campus 서비스를 위한 real-time anomaly detection," 한국통신학회 동계종합학술발표회, Jan. 23, 2019. [NRF 2017, KOREN 2018]
  • Sang-il Ahn, Toan Duc Bui, Hyekyoung Hwang ,Yongwoo Lee, Jitae Shin, "Image Segmentation With Deformable Spatial Pyramid Pooling," ICEIC 2019, Auckland, New Zealand, Jan. 23, 2019. [ITRC 2018, NRF 2017, KOREN 2018]
  • Yongwoo Lee, Toan Duc Bui and Jitae Shin, "Pedestrian Detection based on Deep Fusion Network using Feature Correlation," APSIPA 2018, Honolulu, USA, Nov. 14, 2018. [ITRC 2018, NRF2017, NRF2018]
  • Hyekyoung Hwang, Toan Duc Bui, Sang-il Ahn, Jitae Shin, "Skipped-Hierarchical Feature Pyramid Networks for Nuclei Instance Segmentation," APSIPA 2018, Honolulu, USA, Nov. 14, 2018. [ITRC 2018, NRF2017, NRF2018]
  • Toan Duc Bui, Sang-il Ahn, Yongwoo Lee, Jitae Shin, "A Skip-Connected 3D DenseNet Networks with Adversarial Training for Volumetric Segmentation," MICCAI2018 BrainLes 2018, LNCS 11383 proceedings, Granada, Spain, Sep. 16, 2018. [ITRC 2018, NRF2018]
  • 안상일, 황혜경, Toan Bui and 신지태, "EnhanceNet 기반 저 해상도 세포영상 개선을 통한 세포 검출 및 분할 성능 향상," 한국통신학회 학술대회논문집, May 04, 2018.
  • Hamayoun Shahwani, Jaehoon (Paul) Jeong, Jitae Shin, "Priority-Destination-based Rerouting of Vehicles in time of Accident," TECH INSIGHT, Dubai, Mar. 30, 2018.
  • Phuc CHAU, Toan Duc BUI, Yongwoo LEE, Jitae SHIN, "Practical Incremental Network Coding for Multimedia Content Delivery," IEEE ICACT, Feb. 11, 2018. [Outstanding Paper Award]
  • 이용우, Toan D. Bui, 신지태, "DNN 기반 SSD 기법을 활용한 다중 스펙트럼 보행자 검출 기법," 영상처리 및 이해에 관한 워크샵 (IPIU), Feb. 08, 2018.
  • 안상일, 유진아, 신지태, "교통사고 감지용 인공신경망을 이용한 소리 분류 모델 적용," 통신학회 학술대회, Jan. 18, 2018.
  • Phuc Chau, Jitae Shin , "Low-latency Network Coding for Multimedia Content Uploading," 통신학회동계학술대회, Jan. 18, 2018.
  • Hamayoun Shahwani, B. Mugarbarigira, Jitae Shin, Jaehoon Jeong, "An Effective Data Processing and Data Dissemination in Vehicular Networks," ACM IMCOM 2018, Jan. 05, 2018.
  • Toan Duc Bui, Jitae Shin, and Taesup Moon, "3D Densely Convolutional Networks for Volumetric Segmentation," MICCAI, iSeg-2017 ( MICCAI Grand Challenge on 6-month Infant Brain MRI Segmentation), https://arxiv.org/abs/1709.03199 , Sep. 14, 2017.
  • Hamayoun Shahwani, Jaehoon (Paul) Jeong and Jitae Shin, "A Safe Lane Change for Semi-Automated Vehicles in VANET," International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jul. 03, 2017.
  • Yongwoo Lee, Jitae Shin, "A neural-network based impulse noise detection and removal using group-based sparse representation," International Technical Conference on Circuits/Systems, Computers and Communications, Jul. 03, 2017.
  • Phuc Chau, Yongwoo Lee, Jitae Shin, "Efficient IoT Data Collection Exploiting Systematic Network Coding and D2D Communications," 대한전자공학회 학술대회 [IEEK], Busan, Jun. 2017.
  • Hamayoun Shahwani, Chau Minh Phuc, Yongwoo Lee, Jitae Shin, "Soccer Game-based Data Dissemination for VANETs [차량간 통신 네트워크에서 축구 경기 기반의 데이터 보급 기법]," 대한전자공학회 학술대회 [IEEK], Busan, Jun. 2017.
  • Phuc CHAU, Toan Duc BUI, Yongwoo LEE, Jitae SHIN, "Efficient Data Uploading Based on Network Coding in LTE-Advanced Heterogeneous Networks," ICACT, Feb. 2017., Feb. 2017. [Outstanding Paper Award ]
  • Hamayoun Shahwani, Jaehoon Jeong, Jitae Shin, "A Stable Clustering Algorithm based on Affinity Propagation for VANETs," ICACT, Feb. 2017.
  • Toan Duc Bui, Phuc, Chau, Jitae Shin, "Content-Aware RaptorQ," ICOIN , Da Nang, Vietnam, Jan. 11, 2017.
  • Phuc Chau,Yongwoo Lee, Toan Duc Bui, Jitae Shin, Jaehoon (Paul) Jeong, "An Efficient Resource Allocation Scheme for Scalable Video Multicast in LTE-Advanced Networks," IMCOM, Beppu, Japan, Jan. 05, 2017.
  • 이승현, 이용우, 신지태, "Device-to-Device 통신 환경에서의 매칭 이론을 이용한 자원 할당 기법," 전자정보통신 학술대회 (CEIC), Dec. 02, 2016. [Best Paper Award]
  • Phuc Chau, Jitae Shin, "Robust Scalable Video Multicast Using Triangular Network Coding in LTE/LTE-Advanced," APSIPA , Dec. 2016.
  • Hamayoun Shahwani,Siraj Muneer,, Jitae Shin, "An Energy Efficient Clustering technique in M2M Based on Affinity Propagation," International Conference on Emerging Technologies (ICET), Pakistan, Oct. 19, 2016.
  • Dong-ryul Oh, Yongwoo Lee, and Jitae Shin, "A weighted trilateral filter for improving virtual view synthesis quality in MVD based 3D video system," ICTC 2015, Jeju, Korea, Oct. 28, 2015.
  • Phuc Chau, Jitae Shin, "UEP network coding for SVC streaming," Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), PCM 2015, Sep. 2015.
  • 안천수, 이용우, Bui Duc Toan, 신지태, "SVC 계층 및 GOP 왜곡도를 고려한 Raptor 코드 기반 UEP 기법," 한국통신학회 학술대회논문집, Jan. 2015.
  • Phuc Chau, Seongyeon Kim, Yongwoo Lee, and Jitae shin, "Hierarchical Random Linear Network Coding for Multicast Scalable Video Streaming," APSIPA ASC 2014, Siem Reap, Cambodia, Dec. 09, 2014.
  • Toan Bui, Phuc Chau, Chunsoo Ahn, and Jitae Shin, "A Performance Comparison Between Expanding Window Fountain and Hierarchical Network Codes in Scalable Video Coding," ICTC 2014, Busan, Korea, Oct. 22, 2014.
  • Wooyeun Kim, and Jitae Shin, "Perceptual video quality model for packet delay," ICCPND 2014, Busan, Korea, Jul. 10, 2014.
  • Yong-woo Lee, Bui Toan, Chunsoo Ahn, and Jitae Shin, "Cartilage-Defect Assessment by Measuring Thickness of Knee MRI: Data from the Osteoarthritis Initiative," ISCE 2014, Jeju, Korea, Jun. 22, 2014.
  • Yong-woo Lee, Taemin Cho and Jitae Shin, "Content-aware Network Coding for Layered Video over Wireless Relay Networks," ICACT 2014, Pyeongchang, Korea, Feb. 17, 2014.
  • Phuc Chau, Yongwoo Lee and Jitae Shin, "A Comparison of Transmission Schemes for Scalable Video over MIMO Relay Networks," ICACT 2014, Pyeongchang, Korea, Feb. 17, 2014.
  • Toan Bui, Chunsoo Ahn, Yong-woo Lee, and Jitae Shin, "Fully Automatic Segmentation Based on Localizing Active Contour Method," ICUIMC 2014, Siem Reap, Cambodia, Jan. 2014.
  • TaeMin Cho, Yongwoo Lee, and Jitae Shin, "A Homogenizing Filter for Depth Map Compressive Sensing Using Edge- Adaptive Method," ICTC 2013, Jeju Island, Korea, Oct. 15, 2013.
  • Bui Toan, Chunsoo Ahn, Yong-woo Lee, Jitae Shin, "Lesion Size Estimation in Knee MRI Based on Intergrating Spatial Fuzz C-means Clustering with Level Set Methods," ITC-CSCC 2013, Yeosu, Korea, Jun. 30, 2013.
  • Yong-woo Lee, Chunsoo Ahn, Bui Toan, Jitae Shin, "Performance Comparison of Local Transformations for Knee MR Images," ITC-CSCC 2013, Yeosu, Korea, Jun. 30, 2013.
  • TaeMin Cho, Junghun Kim and Jitae Shin, "A Compressive Sensing of Depth Map Using Edge-Adaptive Trasnformation," ITC-CSCC 2013, Yeosu, Korea, Jun. 30, 2013.
  • Myung Woo Park, Chunsoo Ahn and Jitae Shin, "Object-Based Hybrid Down-Sampling for Depth Map Coding," ITC-CSCC 2013, Yeosu, Korea, Jun. 30, 2013.
  • 안천수, 신지태, "의료영상 기기별 영상필터 적용에 대한 인지품질 평가 분석," 제25회신호처리합동학술대회, 성균관대학교, Korea, Sep. 2012.
  • 김정훈, 박명우, 신지태, "비트율에 따른 무선영상의 주관적 화질평가와 객관적 화질평가의 연관성 분석," 제25회신호처리합동학술대회, 성균관대학교, Korea, Sep. 2012.
  • 박명우, 안천수, 신지태, "다 시점 기반 3차원 영상 품질 최적화를 위한 칼라와 깊이 영상의 비트할당," 제25회신호처리합동학술대회, 성균관대학교, Korea, Sep. 2012.
  • Jisun Yoon, Chunsoo Ahn, Taemin Cho and Jitae Shin, "An Unequal Error Protection Using Prioritized Network coding for Scalable video Streaming," WSEAS Conference, Prague, Czech Republic, Sep. 2012.
  • Myungwoo Park and Jitae Shin, "Bit Allocation of Multi-view Plus Depth Video," ITC-CSCC, Sapporo, Japan, Jul. 2012.
  • Chunsoo Ahn, Taemin Cho, Myungwoo Park and Jitae Shin, "Improved eMMC Performance by Using Adaptive Enhanced Area," ITC-CSCC, Sapporo, Japan, Jul. 2012.
  • Junghun Kim, Taewoo Kim, Myungwoo Park and Jitae Shin, "A Post-processing Scheme of Depth Map Using Two-Tier Filtering," ITC-CSCC, Sapporo, Japan, Jul. 2012.
  • Taemin Cho, Chunsoo Ahn and Jitae Shin, "Compressed Sensing for Depth Map Using Improved Total Variation," ITC-CSCC, Sapporo, Japan, Jul. 2012.
  • Taewoo Kim, Myungwoo Park and Jitae Shin, "Free-viewpoint Video Quality Enhancement Using Rearranged and filtered Depth Maps," ITC-CSCC, Sapporo, Japan, Jul. 2012.
  • 김용혁, 채희창, 신지태, "은닉노드가 존재하는 무선멀티홉망 상의 지연조건을 고려한 경쟁윈도우제어," 방송공학회추계학술대회, Nov. 2011.
  • 조태민, 강지택, 신지태, "은닉노드가존재하는무선네트워크상에서 최적의경쟁윈도우분석," 제24회신호처리합동학술대회, 광주과학기술원(GIST), Nov. 2011.
  • M. Seo, M. Punit, J. Shin, "An Analysis for Delay Elements of Channel Zapping in IPTV System," 12th International Conference on Computers, Communications and Systems (ICCCS), Daegu, Korea, Nov. 2011.
  • Tae-Woo Kim, Jitae Shin, "3-D Video Quality Enhancement by Non-Linear Depth Map Configuration Based on Moving Objects," 2011 4th CISP-BMEI, Shanghai, China, Oct. 2011.
  • J.Y. Lee, H.Y. Hwang, Jitae Shin, and S. Valaee, "Distributed Optimal TXOP Control for Throughput Requirements in IEEE 802.11e Wireless LAN," IEEE PIMRC, Toronto, USA, Sep. 2011.
  • Jinhyun Park, Sangtae Lee, Taewoo Kim, Jitae Shin, Seok Ho Won, "Low-Complexity Bit Allocation of Layered FEC using LDPC for H.264 Scalable Video," Digital Content, Multimedia Technology and its Applications (IDCTA), 7th International Conference, Aug. 2011.
  • Taeyong Lee, Hyuntai Kim, Jinhyun Park and Jitae Shin, "Dynamic Frequency Planning using Fractional Frequency Reuse for 3GPP LTE femtocell Networks," IEEE ICUIMC, Feb. 2011.
  • 윤지선, 이상태, 박진현, 신지태, "Network coding 을사용한무선릴레이시스템에서 Adaptive Modulation과 MIMO 결합기법의성능분석," 통신학회하계학술대회논문집 2011.
  • 윤지선, 이상태, 신지태, "무선릴레이-OFDM 시스템에서의네트워크 코딩과 MIMO 기법의결합Capacity 분석," 통신학회동계학술대회논문집 2011
  • 윤지선, 이상태, 김현태, 신지태, "네트워크 코딩과 MIMO 기법을이용한무선릴레이-OFDM 시스템의 BER 성능 분석," 통신학회동계학술대회논문집 2011.
  • Sangtae Lee, Jinhyun Park, Jisun Yoon and Jitae Shin, "Resource Allocation Using Power Control in OFDMA Femtocell Networks," ITC-CSCC 2011 2011.
  • Jisun Yoon, Sangtae Lee, Seok Ho Won, Jitae Shin, "Performance analysis of wireless relay-based MIMO system using network coding," 2011 7th International Conference on Digital Content, Multimedia Technology and its Applications (IDCTA), pp.188-191 2011.
  • Sangtae Lee, Jisun Yoon, Jinhyun Park, Jitae Shin, "Analysis of Handover based on CINR and RSS in IEEE 802.16e-based Femto-cell Systems," KSPC 2010, Oct. 2010. (Ack: NRF)
  • Taeyoung Lee, Hyuntai Kim, Jinhyun Park, Jitae Shin, "An Efficient Resource Allocation in OFDMA Femtocells Networks," VTC 2010, Sep. 2010. (Ack: NRF)
  • Taeyoung Lee, Jisun Yoon, Sangtae Lee, Jitae Shin, "Resource allocation analysis in OFDMA femtocells using Fractional Frequency Reuse," PIMRC 2010, Sep. 2010. (Ack: NRF)
  • Jangkeun Jeong, Hyuntai Kim, Sangtae Lee, Jitae Shin, "An Analysis of Hidden Node Problem in IEEE 802.11 Multihop Networks," NCM 2010, Aug. 2010. (Ack: NRF)
  • Hyuntai Kim, Yo-han Kim, Jitae Shin, "No-Reference Quality Metric for H.264/AVC Video with Packet Loss," SWCC 2010, Aug. 2010. (Ack: NRF)
  • Taeyoung Lee, Sangtae Lee, Jinhyun Park, Jitae Shin, "Subcarrier Allocation Method for Guaranteed Macrocell Throughput in OFDMA Femtocell Networks," SWCC 2010, Aug. 2010. (Ack: NRF)
  • Jisun Yoon, JinHyun Park, Jitae Shin, "Performance Analysis of MIMO with Network Coding for Wireless Relay System," SWCC 2010, Aug. 2010. (Ack: NRF)
  • Taeyoung Lee, Jangkeun Jeong, Junghyun Han, Jitae Shin, "Subcarrier Allocation Method for Macro/Femtocell Interference Avoidance in 3GPP LTE System," 2010 한국통신학회하계종합학술발표회, Jun. 2010. (Ack: NRF)
  • Jangkeun Jeong, Taeyoung Lee, Juyong Lee, Jitae Shin, "Analysis of Hidden Node Problem in Multihop Networks based on IEEE 802.11 Wireless LAN," 2010 한국통신학회하계종합학술발표회, Jun. 2010. (Ack: NRF)
  • Taeyoung Lee, Jangkeun Jeong, Jisun Yoon, Jitae Shin, "Adjustable Subcarrier Allocation for Spectral Efficiency and User Fairness in 3GPP LTE Downlink Systems," ICACT 2010, Feb. 2010. (Ack: NRF)
  • Poongup Lee, Taeyoung Lee, Jangkeun Jeong, Jitae Shin, "Interference Management in LTE Femtocell Systems Using Fractional Frequency Reuse," ICACT 2010, Feb. 2010. (Ack: NRF)
  • Junghyun Han, Yo-han Kim, Jangkeun Jeong, Jitae Shin, "Video Quality Estimation for Packet Loss Based on No-Reference Method," ICACT 2010, Feb. 2010. (Ack: NRF)
  • Jisun Yoon, Sangtae Lee, Hyuntai Kim, Jitae Shin, "BER Performance Analysis of MIMO with Network Coding for Wireless Relay OFDM System," 2010 한국통신학회동계종합학술발표회, Feb. 2010. (Ack: NRF)
  • Jisun Yoon, Sangtae Lee, Jitae Shin, "Capacity Performance Analysis of Combined Scheme with MIMO and Network Coding for Wireless Relay OFDM System," 2010 한국통신학회동계종합학술발표회, Feb. 2010. (Ack: NRF)