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Publications & Patents

International Journal (SCI /SCI-E)

[IJ 30] Won-Du Chang, Byeongjun Kim, Bogeum Kim, Kyunghan Lee, Yeonji Kim, Jueun Hwang, Seong-Jin Choi. 2024. "The investigation of a digitalized projective psychological assessment: Comparison to human expert on bender gestalt test," Multimedia Tools and Applications. 1-23. 10.1007/s11042-024-18209-9. [publisher’s site]

[IJ 29] Ji-Woo Kwon*, Won-Du Chang*, Young Jun Yang. 2023.“Significant wave height prediction from X-band marine radar images using deep learning with 3D convolutions”, PLoS ONE 18(10): e0292884. https://doi.org/10.1371/journal.pone.0292884 (*Co-First) [publisher’s site]

[IJ 28] Saron Park, Habibilloh Erkinov, Md. Al Mehedi Hasan, Seoul-Hee Nam,Yu-Rin Kim, Jungpil Shin and Won-Du Chang. 2023. “Periodontal Disease Classification with Color Teeth Images Using Convolutional Neural Networks”, Electronics 12, no. 7: 1518. https://doi.org/10.3390/electronics12071518(IF: 2.69@2022) [publisher’s site]

[IJ 27] Yu-Rin Kim, Jae-Hyeok Choi, Jihyeong Ko, Young-Jin Jung, Byeongjun Kim, Seoul-Hee Nam and Won-Du Chang. 2023. “Age Group Classification of Dental Radiography without Precise Age Information Using Convolutional Neural Networks”, Healthcare 11, no.8: 1068. https://doi.org/10.3390/healthcare11081068(IF: 3.160@2021) [publisher’s site]

[IJ 26] Jihyeong Ko, Yu-Rin Kim, Han-Jeong Hwang, Won-Du Chang, Man-Seok Han, Seoul-Hee Nam and Young-Jin Jung. 2022. “Dental Panoramic Radiography in Age Estimation for Dental Care using Dark-Net 19”, Magnetics 27, no. 4: 485_491. https://doi.org/10.4283/JMAG.2022.27.4.485(IF: 0.551@2022) [publisher’s site]

[IJ 25] Won-Du Chang, Akitaka Matsuoka, Kyeong-Taek Kim, and Jungpil Shin. 2022. “Recognition of Uni-Stroke Characters with Hand Movements in 3D Space Using Convolutional Neural Networks”, Sensors 22, no. 16: 6113. https://doi.org/10.3390/s22166113 (IF: 3.847@2021) [publisher’s site]

[IJ 24] Ye-Ji Jin, Erkinov Habibilloh, Ye-Seul Jang, Taejun An, Donghyun Jo, Saron Park, and Won-Du Chang. 2022. “A Photoplethysmogram Dataset for Emotional Analysis”, Applied Sciences 12, no. 13: 6544. https://doi.org/10.3390/app12136544. (IF: 2.838@2021) [publisher’s site]

[IJ 23] Ho-Seung Cha, Won-Du Chang, Chang-Hwan Im, “Deep-learning-based real-time silent speech recognition using facial electromyogram recorded around eyes for hands-free interfacing in a virtual reality environment”, Virtual Reality (2022). https://doi.org/10.1007/s10055-021-00616-0.(IF: 5.095@2022) [publisher’s site]

[IJ 22] Dong-Hyun Kang, and Won-Du Chang. 2021. “Recognition of Eye-Written Characters with Limited Number of Training Data Based on a Siamese Network”, Electronics 10, no. 23: 3009  [publisher’s site]

[IJ 21] Won-Du Chang , Jae-Hyeok Choi , and Jungpil Shin, “Recognition of Eye-Written Characters Using Deep Neural Network”, Applied Sciences. 2021; 11(22):11036 [publisher’s site]

[IJ 19] Ji-Hye Han, Dong-Woon Yi, Jihyun Lee, Won-Du Chang, and Hyo-Jeong Lee, “Development of a Smartphone-Based Digits-in-Noise Test in Korean: a Hearing Screening Tool for Speech Perception in Noise”, Journal of Korean Medical Science, 35(21):e163, 2020 Jun 1. (ISSN: 1011-8934, IF: 1.716@2018) [publisher’s site]

[IJ 18] Jungpil Shin, Md Abdur Rahim, Won-Du Chang*, “Learning System for Japanese Kanji Calligraphy with Computerized Supervision”, Symmetry (EISSN: 2073-8994, IF: 2.143@2018, Switzerland), 11(9), Aug. 22, 2019 [publisher’s site]

[IJ 17] Won-Du Chang, “Electrooculograms for Human–Computer Interaction: A Review”, Sensors, 19(12), June 2019 [publisher’s site]

[IJ 16] Hodam Kim, Jihyeon Ha, Won-Du Chang, Wanjoo Park, Laehyun Kim, Chang-Hwan Im, “Detection of Craving for Gaming in Adolescents with Internet Gaming Disorder Using Multimodal Biosignals”, Sensors, 2018, 18(1), Jan 1, 2018 (IF: 2.677@2016, Top 10% in Instruments & Instrumentation) [publisher’s site]

[IJ 15] Won-Du Chang; Ho-Seung Cha; Do Yeon Kim; Seung Hyun Kim; Chan-Hwang Im, “Development of an electrooculogram-based eye-computer interface for communication of individuals with amyotrophic lateral sclerosis”, Journal of NeuroEngineering and Rehabilitation, 14(1), 89, Sep 8, 2017 (IF: 3.516@2016/ Top 5% in Rehabilitation Filed acc. to JCR IF) [publisher’s site]

[IJ 14] Kwang-Ryeol Lee, Won-Du Chang (Co-first), Sungkean Kim, and Chang-Hwan Im, “Real-time ‘eye-writing’ recognition using electrooculogram (EOG)”, IEEE Transactions on Neural Systems & Rehabilitation Engineering (1534-4320), 25 (1), 37-48 Jan. 2017 (IF: 3.410@2016/ Top 6% in Rehabilitation Filed acc. to JCR IF) [publisher’s site]

[IJ 13] Han-Jeong Hwang, Han Choi, Jeong-Youn Kim, Won-Du Chang, Do-Won Kim, Kiwoong Kim, Sungho Jo, Chang-Hwan Im, “Toward more intuitive brain–computer interfacing: classification of binary covert intentions using functional near-infrared spectroscopy”, Journal of biomedical optics 21 (9), 091303-091303, 1 Sep, 2016 [publisher’s site]

[IJ 12] Won-Du Chang, Hoseung Cha, Chany Lee, Hoon-Chul Kang, and Chang-Hwan Im, “Automatic identification of interictal epileptiform discharges in secondary generalized epilepsy”, Computational and Mathematical Methods in Medicine, Vol. 2016, Article ID 8701973, 9 Jun, 2016 (IF: 0.937@2016) [publisher’s site]

[IJ 11] Won-Du Chang, Ho-Seung Cha , Chang-Hwan Im, “Removing the interdependency between horizontal and vertical eye-movement components in electrooculograms”, Sensors (1424-8220), 16(2), 227, 14 Feb. 2016. doi:10.3390/s16020227 (IF: 2.677@2016/Top 10% in Instruments & Instrumentation) [publisher’s site]

[IJ 10] Won-Du Chang, Jeong-Hwan Lim, Chang-Hwan Im, “An Unsupervised Eye Blink Artifact Detection Method for Real-time Electroencephalogram Processing”, Physiological Measurement, 37 (3), 401-417, 19 Feb. 2016 (SCI/ IF: 2.058@2016) [publisher’s site]

[IJ 9] Won-Du Chang, Ho-seung Cha, Kiwoong Kim, Chang-Hwan Im, “Detection of Eye Blink Artifacts from Single Prefrontal Channel Electroencephalogram”, Computer Methods and Programs in Biomedicine (0169-2607), 124, 19-30, 1 Feb. 2016 (SCI/IF:2.503@2016/Top 20% in Computer Science, Theory & Methods) [publisher's site]

[IJ 8] Young Seok Shin, Won-du Chang, Jinsick Park, Chang-Hwan Im, Sang In Lee, In Young Kim, Dong Pyo Jang, “Correlation between Inter-Blink Interval and Episodic Encoding during Movie Watching”, PLos ONE, 10 (11), e0141242, 3 Nov. 2015 [publisher’s site]

[IJ 7] Won-Du Chang, Chang-Hwan Im, “Enhanced Template Matching Using Dynamic Positional Warping for Identification of Specific Patterns in Electroencephalogram”, Journal of Applied Mathematics (SCI-E), vol. 2014, Article ID 528071, 7 pages, April 24, 2014. http://dx.doi.org/10.1155/2014/528071 (IF: 0.72 when it was published. This journal has been dropped from SCI-E at Sep.2014) [publisher’s site]

[IJ 5] Won-Du Chang, Jungpil Shin, “A Statistical Handwriting Model for Style-preserving and Variable Character Synthesis”, International Journal on Document Analysis and Recognition IJDAR (SCI-E), Volume 15, Issue 1, pp 1-19, 1 Mar. 2012 (IF: 0.902@2016) [publisher’s site]

[IJ 4] Won-Du Chang, Jungpil Shin, “Dynamic Positional Warping: Dynamic Time Warping for Online Handwriting”, International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI) (SCI-E), Volume No. 23 , Issue No. 05, pp. 967-986, 1 Aug. 2009. Preliminarily version of this paper was presented at IGS2007 [IC 7] (IF: 0.994@2016) [publisher’s site]

Featured International Conferences

[IC 28] Ye-ji Jin, Masaki Omata, Won-Du Chang, Xiaoyang Mao, "Augmented Aroma: The Influence of Augmented Particles' Movement and Color on Emotion during Olfactory Perception", The 29th ACM Symposium on Virtual Reality Software and Technology (VRST), Christchurch, New Zealand, 2023.10.09-11 [publisher’s site]

[IC 6] Won-Du Chang, Jungpil Shin, “Modified Dynamic Time Warping for Stroke-based On-line Signature Verification”, 9th International Conference on Document Analysis and Recognition (ICDAR’07), pp. 724-728, Curitiba, Brazil, Sep. 2007 [publisher’s site]

International Journal (Others)

[IJ 20] Seung Geon Lee, Young-Jun Yang, Won-Du Chang, Jung Min Sohn, “Predicting the residual fatigue life of a cargo hull tank using a deep-learning technique”, Journal of International Maritime Safety, Environmental Affairs, and Shipping, 23 July. 2020 [publisher’s site]

[IJ 8] Ho-Seung Cha, Won-Du Chang, Young Seok Shin, Dong Pyo Jang, Chang-Hwan Im, “EEG-based neurocinematics: state-of-the-art and challenges”, Journal of Brain Computer Interface, 19 Oct. 2015. http://dx.doi.org/10.1080/2326263X.2015.1099091 [publisher’s site]

[IJ 6] Won-Du Chang, Keunsoo Yun, Jungpil Shin, “Text-independent and character-dependent online writer verification”, Journal of Convergence Information Technology (SCOPUS), vol.7, no.16, pp.161-168, 1 Sep. 2012 [publisher’s site]

[IJ 3] Won-Du Chang, Jungpil Shin, Mi-Young Song, Tae-Soo Chon, “Enhanced Back Propagation Algorithm for Estimating Ecological Data with Missing Values”, WSEAS Transactions on Computers (SCOPUS), Issue 9, vol. 5, pp.2043-2048, 2006 [publisher’s site]

[IJ 2] Nuha Loling Othman, Jungpil Shin, Won-Du Chang, “Chain Code Distance: a Global Feature for On-line Signature Verification”, WSEAS Transactions on Computers (SCOPUS), Issue 9, vol. 5, pp.2037-2042, 2006 [publisher’s site]

[IJ 1] Won-Du Chang, Jungpil Shin, “Construction of Panoramic and Perspective Image using Spherical Projection from Catadioptric Image”, GESTS International Transaction, vol.25, no.1, pp.185-195, 2005. Translated and Updated from [KC 2].

International Conference (Others)

[IC 28] Jaeheon Kwon, Young-Jae Min, Youngsun Han, Won-Du Chang, “Classification of Finger Tip Activity Patterns using Pressure Sensor using Convolutional Neural Networks”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications, Jeju, Rep.Korea, 2021.06.28-30

[IC 27] Saron Park, Won-Du Chang, “Recognition of Emotional States using Single Channel PPG Signals”, The 36th International Technical Conference on Circuits/Systems, Computers and Communications, Jeju, Rep.Korea, 2021.06.28-30

[IC 26] Won-Du Chang, Hoseung Cha, Chang-Hwan Im, “Feasibility Study for Asynchronous Communication with Eyes”, Proc.:in the 41th IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, July 23-27, 2019.

[IC 25] Won-Du Chang, Kwang-Ryeol Lee, Sung Kean Kim, Chang-Hwan Im, “EOG-Based Eye-Writing for Communication of the Paralyzed”, Proc.:in the 38th IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, USA, Aug. 2016. This is an abstract of [IJ 12]

[IC 24] Ho-Seung Cha, Won-Du Chang, Chang-Hwan Im, “A Real-Time Lip Gesture Recognition System using Facial EMG”, Proc.:in the 38th IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, USA, Aug. 2016.

[IC 23] Chang-Hwan Im, Dongpyo Jang, Ho-Seung Cha, Won-Du Chang, Young-Seok Shin, “EEG-Based Neurocinematics: Potential Brain Indices for Rating Films”, Proc.:in the 37th IEEE Engineering in Medicine and Biology Society (EMBC), Milano, Italy, Aug. 2015.

[IC 22] Won-Du Chang, Chang-Hwan Im, “An Automatic Individual Adaption Method for Real-time EyeBlink Detection from a Single Channel EEG”, Proc.:in the 7th International IEEE EMBS Neural Engineering Conference (NER’15), Montpellier, France, April. 2015.

[IC 21] Won-Du Chang, Ho-Seung Cha, and Chang-Hwan Im, “A Novel Method to Detect Eye Blink Artifacts from a Frontal Single-Channel Electroencephalogram”, Proc:in International BioMedical Engineering Conference 2014, Nov. 20-22, 2014, Kimdaejung Convention Center, Gwangju, Korea

[IC 20] Won-Du Chang, Ho-Seung Cha, Chang-Hwan Im, “A New Method for Detecting Eye-Blink Artifacts from a Single-Channel Electroencephalogram”, Proc.:in the 36th IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, USA, Aug. 2014.

[IC 19] Won-Du Chang, Ho-Seung Cha, Chang-Hwan Im, “Enhanced Template Matching Using Dynamic Positional Warping for Pattern Recognition in Electroencephalogram”, Proc.:in the 36th IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, USA, Aug. 2014. This is an abstract of [IJ 7]

[IC 18] Ho-Seung Cha, Jeong-Hwan Lim, Chang-Hee Han, Han-Jeong Hwang, Chang-Hwan Im,Won-Du Chang, “A Transient Visual Evoked Potential (tVEP)-Based Brain Switch System”, Proc.:in the 36th IEEE Engineering in Medicine and Biology Society (EMBC), Chicago, USA, Aug. 2014.

[IC 17] Michikazu Kikugawa, Won-Du Chang, Soonwook Hwang, Jungpil Shin, “A Fast Shape Retrieval using Dendrogram”, Proc. The 2010 International Joint Conference on Neural Networks (SCOPUS), pp. 1-5, July 2010 [publisher’s site]

[IC 16] Soonwook Hwang, Won-Du Chang, Jungpil Shin, “An Elastic Band Model for Shape Retrieval”, Proc. The International Conference on Signal and Image Processing Applications (SCOPUS) , Malaysia, pp. 363 – 368, Nov. 2009 [publisher’s site]

[IC 15] Masahiro Terayama, Jungpil Shin, Won-Du Chang, “Object Detection using Histogram of Oriented Gradients”, The Second International Workshop on Frontiers of Information Technology, Applications and Tools, Korea, pp.78-82. Oct. 2009 [publisher’s site]

[IC 14] Won-Du Chang, Jungpil Shin, “Text-independent and Character-dependent Online Writer Verification: Using Personal Features of Character in the Context of String”, IWAC’09, pp.650-653, Aizu-Wakamatsu, Japan, Sep. 2009 [publisher’s site]

[IC 13] Tetsuya Takanashi, Won-Du Chang, Jungpil Shin, “The Use of Pen Inclination and Pressure Information to Improve On-line Signature Verification”, IWAC’09, pp.644-647, Aizu-Wakamatsu, Japan, Sep. 2009 [publisher’s site]

[IC 12] Hiroshi Naito, Won-Du Chang, Jungpil Shin, “Detecting the Effect of Alcohol Consumption using On-line Handwritten Signature”, 14th Conference of the International Graphonomics Society (IGS 2009), pp.18-21, France, Sep. 2009 [publisher’s site]

[IC 11] Won-Du Chang, Jungpil Shin, “Fast Unsupervised Classification for Handwritten Stroke Analysis”, Proceedings of 11th International Conference on Enterprise Information Systems (ICIES 2009), Milian, Italy, May. LNBIP (Scopus) vol. 24, pp. 918–927, 2009 [publisher’s site]

[IC 10]  Won-Du Chang, Jungpil Shin, “A Stochastic Stroke Model for Variable and Personalized Handwriting Synthesis”, Fourth International Conference on Intelligent Computing and Information Systems (ICICIS 2009), pp.705-711, Cairo, Egypt, March. 2009 [publisher’s site]

[IC 9] T. Orr, W. Chang, S. Inomata, K. Itabashi, T. Itagaki, D. Ma, G. Na, K. Noda, and Y. Tsunoda, “Writing for Publication: An Undergraduate Course for Students in Computing”, presented at the IEEE Professional Communication Society, Japan Chapter, Annual Symposium. Tokyo, Japan, November 16, 2008 [publisher’s site]

[IC 8] Won-Du Chang, Jungpil Shin, “DPW Approach for Random Forgery Problem in Online Handwritten Signature Verification”, Proceedings of 4th International Conference on Networked Computing and Advanced Information Management (NCM 2008) (SCOPUS), Gyeongju, Korea Republic, Sep. 2008 [publisher’s site]

[IC 7] Won-Du Chang, Jungpil Shin, “Dynamic Position Warping for On-line 2D Shape”, 13th Conference of the International Graphonomics Society (IGS 2007), pp. 36-39, Melbourne, Australia, Nov. 2007. Extended version of this paper is published to IJPRAI [IJ4] [publisher’s site]

[IC 6] Won-Du Chang, Jungpil Shin, “Interactive Virtual Oriental Brush with Pen-Tablet System”, Knowledge-Based Intelligent Information and Engineering Systems (KES2007), Vietri sul Mare, Italy, LNCS (SCOPUS) vol. 4693, pp. 387-394, Sep. 2007 [publisher’s site]

[IC 5] Atsushi Takeda, Jungpil Shin, Won-Du Chang, “Modeling Scratchiness Effect of Oriental Writing Brush”, Proc. IEEE International Conference on Computer and Information Technology (SCOPUS), pp.121-126, Seoul, Republic of Korea, Sep. 2006 [publisher’s site]

[IC 4] Won-Du Chang, Jungpil Shin, “Paused Object Detection with Background Updating”, Proceedings of the Ninth International Conference on Humans and Computers, pp.13-18, Aizu-Wakamatsu City, Japan, Sep. 2006 [publisher’s site]

[IC 3] Won-Du Chang, Jungpil Shin, “Missing Data Handling in Multi-Layer Perceptron”, WSEAS Conference on Computers, pp.631-636, Athens, Greece, July 2006. Revised and Extended versions of this paper is published in an international Journal [IJ 3] [publisher’s site]

[IC 2] Nuha Loling Othman, Jungpil Shin, Won-Du Chang, “A Global Feature for On-line Signature Verification”, WSEAS Conference on Computers, pp. 340-344, Athens, Greece, July 2006. Revised and extended version of this paper is published in an international Journal [IJ 2] [publisher’s site]

[IC 1] Won-Du Chang, Sun-Hee Cha, Tae-Soo Chon, Eui-Young Cha, “Evaluation of Water Quality Indicators Responding to Changes in Environmental Factors”, 2004 Conference of International Society for Ecological Informatics, pp.95, Republic of Korea, Oct. 2004

Korean Domestic Journal

[KJ 13] 최현태, 김덕화, 장원두, "사전 자세에 따른 근전도 기반 손 제스처 인식", 사물인터넷융복합논문지, 9, no.6 (2023): 51-56 [publisher’s site]

[KJ 12] 김경택, 장원두, “고차원 매핑기법과 딥러닝 네트워크를 통한 정형데이터의 분류”, 사물인터넷융합복합논문지, 9, no.6 (2023) : 119-124 [publisher’s site]

[KJ 11] 김서현, 신하림, 한영선, 장원두, 민영재, “CNN-LSTM 결합 모델을 통한 압력 센서 기반 숫자 제스처 인식”, 전자공학회 논문지, 60, no.12 (2023) : 52-58 [publisher’s site]

[KJ 10] 김범규, 장원두, 김한수, 김선효, 강돈혁, 김미라, 강동현, 조성호, “단시간 수중음향 신호를 활용한 합성곱 신경망 기반의 선박 소음 탐지”, 대한전자공학회 60, no.3 (2023) : 61-68 [publisher’s site]

[KJ 9] 장원두, 권지우, 최성진, “딥러닝 신경망을 사용하는 벤더-게슈탈트 검사의 자동채점: 도형의 배열순서”, “차세대융합기술학회논문지 7, no.3 (2023): 367-373 [publisher’s site]

[KJ 8] 오영삼, 허원빈, 장원두, 정건섭, 김동완, 오지은, “대중가요에 나타난 도시 부산의 변화: 피란수도로부터 관광도시까지”, 공공정책연구 39, no.3 (2022) : 391-416 [publisher’s site]

[KJ 7] 장원두, “딥러닝 네트워크를 사용하는 온라인 서명검증” 차세대융합기술학회논문지 6, no.2 (2022) : 186-192 [publisher’s site]

[KJ 6] 장원두, “맥파 신호기반 감정인식을 위한 주파수 특징 분석” 차세대융합기술학회논문지 6, no.1 (2022) : 26-31 [publisher’s site]

[KJ 5] 최선한, 최필주, 장원두, 이지환, “부산광역시 도시철도 혼잡도 완화를 위한 디지털 트윈 시뮬레이션 모델 개발”, 한국멀티미디어학회, 23 (10), 1270-1285, 2020 [publisher’s site]

[KJ 4] 장원두, 양영준, 최성진, “합성곱 신경망을 이용한 Bender Gestalt Test 영상인식”, 한국멀티미디어학회 22 (4), 455-462, 2019 [publisher’s site]

[KJ 3] 장승태, 이정환, 장재영, 장원두, “저가형 EOG 계측장치를 이용한 시선추적”, 한국융합학회 9 (11), 53-60, 2018 [publisher’s site]

[KJ 2] 장원두, 임창환, “웨이블릿 계수와 Dynamic Positional Warping을 통한 EOG기반의 사용자 독립적 시선인식”, 한국멀티미디어학회, 21(9), 1119-1130, 2018 [publisher’s site]

[KJ 1] Do-Hyeon Kim, Won-Du Chang, Ha-Young Kim, Eui-Young Cha, “The Recognition of Grapheme ‘ㅁ’, ‘ㅇ’ Using Neighbor Angle Histogram and Modified Hausdorff Distance”, Journal of Korea Multimedia Society, Vol.8, No.2, pp. 181-191, 2005 (in Korean) [publisher’s site]

Korean Domestic Conference

[KC 23] Ye-ji Jin, Masaki Omata, Won-Du Chang, Xiaoyang Mao, "The Impact of Visual Augmentation on the Olfactory System: An Emotion Analysis Using EEG", 대한뇌파신경생리학회 연례학술대회, 2023.12.01-12.02, "우수논문상 수상"

[KC 22] 김범규, 김한수, 김선효, 조성호, 강돈혁, 김미라, 장원두 “수중 선박소음 음향신호를 이용한 딥러닝 기반의 선박속도 추정”, 대한전자공학회 하계종합학술대회, 2023.06.28-06.30 [publisher’s site]

[KC 21] 최현태, 장원두, “생체신호의 패턴인식을 위한 생성모델 구축”, 대한전자공학회 하계종합학술대회, 2023.06.28-06.30 [publisher’s site]

[KC 20] 김경택, 장원두, “정형데이터 분석을 위한 Mapping BLock기반 딥러닝 네트워크 구축”, 대한전자공학회 하계종합학술대회, 2023.06.28-06.30 [publisher’s site]

[KC 19] 김병준, 장원두, “3D모델과 순환 적대적 생성 신경망을 이용한 사이드 스캔 소나 이미지 생성”, 대한전자공학회 하계종합학술대회, 2023.06.28-06.30 [publisher’s site]

[KC 18] 김병준, 남설희, 김유린, 정영진, 장원두, “합성곱 신경망 기반의 치과용 방사선 사진 연령대 추정”, 2022 한국멀티미디어학회 추계학술발표대회, 2022.11.18-11.19

[KC 17] 강동현, 장원두, “딥러닝 기반 안구 검출 모델과 시선 추적 알고리즘 개발”, 2022 대한임베디드공학회 ICT 대학생 논문경진대회, 2022.06.29

[KC 16] 장예슬, 이재현, 장원두, “연골 이상 검출을 위한 다리 움직임과 관절전도의 상관관계 분석”, 대한전자공학회 하계종합학술대회, 2022.06.29-07.01 [publisher’s site]

[KC 15] 권지우, 장원두, 이유경, 양영준, “CNN을 활용하는 X-Band Radar Image 기반 유의파고 예측”, 대한전자공학회 하계종합학술대회, 2022.06.29-07.01 [publisher’s site]

[KC 14] 진예지, Erkinov Habibilloh, 장원두, “합성곱 신경망을 사용하는 맥파 기반 감정 인식”, 대한전자공학회 하계종합학술대회, 2022.06.29-07.01 [publisher’s site]

[KC 13] 장원두, Atsushi Kano, 신중필, “LightGBM 을 사용하는 안구전도 기반 시선 추적”, 대한의용생체공학회 추계학술대회, 2020.11.11-13

[KC 12] 박사론, 장원두, “MNIST 데이터셋에 대한 합성곱신경망 네트워크 구조의 영향”, 2020 대한임베디드공학회 ICT대학생 논문경진대회, 2020.7.8

[KC 11] 정하은, 정승교, 한혜림, 장원두, “근전도 센서와 아두이노를 활용하는 HCI 게임”, 2020 대한임베디드공학회 ICT대학생 논문경진대회, 2020.7.8

[KC 10] 황주은, 김연지, 안태준, 이경한, 조동현, 장원두, “아두이노, 라즈베리파이와 펄스센서를 활용한 부채질 시스템”, 2020 대한임베디드공학회 ICT대학생 논문경진대회, 2020.7.8

[KC 9] 양영준, 손정민, 장원두, “LSTM을 사용하는 선체피로도의 예측”, 2019년도 한국멀티미디어학회 추계학술발표대회, 2019.11.15-16, 중앙대학교, 서울, 대한민국.

[KC 8] 장승태, 장원두, “Gaze Tracking with Low-price EOG Measuring Device”, The 8th International Conference on Convergence Technology in 2018, 2018.07.4-7, 제주대학교, 제주, 대한민국[publisher’s site]

[KC 7] 장승태, 김수란, 장원두, “저가형 안구전도 측정장치를 이용한 4방향 시선인식에 관한 연구”, 멀티미디어학회 추계학술대회, 2017.11.24-25, 동명대학교, 부산, 대한민국.

[KC 6] 장원두,임창환, “웨이블릿과 DPW를 이용한 개선된 안구전도 기반 눈글 인식 시스템”, 제 51회 대한의용생체공학회 춘계학술대회, 2016.5.12-13, 부경대학교, 부산, 대한민국.

[KC 5] 차호승,임종엽,전다솔,장원두,임창환, “안구전도를 이용한 실시간 숫자 입력장치”, 제 50회 대한의용생체공학회 춘계학술대회, 2015.5.8-9, 대구경북첨단의료산업진흥재단 커뮤니케이션 센터, 대구, 대한민국.

[KC 4] 장원두,임창환, “실시간 눈 깜빡임 검출을 위한 개인별 임계치의 자동조절방법”, 제 50회 대한의용생체공학회 춘계학술대회, 2015.5.8-9, 대구경북첨단의료산업진흥재단 커뮤니케이션 센터, 대구, 대한민국

[KC 3] 장원두, 차호승, 임창환, “단채널 EEG 신호에서의 스파이크 자동검출”, 제 49회 대한의용생체공학회 춘계학술대회, 2014.5.9-10, C&V Center, 오송, 대한민국.

[KC 2] Won-Du Chang, Young-Uk Seo, Jin-Sook Kang, Eui-Young Cha, “A Spherical Projection Algorithm for Correcting Distortion of Omnidirectional Image Using Catadioptric Camera”, Spring Conference of Korea Information Processing Society, Republic of Korea, 2003. (Written in Korean) Revised version of this paper is published in an international Journal [IJ 1] [publisher’s site]

[KC 1] Young-Uk Seo,Sangul Lee, Won-Du Chang, Eui-Young Cha, “Research on Multi Object Tracking using Hungarian Algorithm”, Spring Conference of Korea Information Processing Society, Republic of Korea, 2004. (Written in Korean)

Korean Domestic Patent (Registered)

[KP 7] 장원두, 임창환, 차호승, “안구전도를 이용하는 비동기식 눈글 인식 방법 및 장치,” 등록번호: 10-2246539 (2021.04.26), 출원번호: 10-2019-0124660 (2019.10.08)

[KP 6] 장원두, 임창환, “안구전도 신호로부터 안정적인 시선 추적을 가능하게 하는 간편한 신호 보정 방법 (A simplified method to calibrate EOG signal for gaze tracking),” 등록번호: 10-1811939 (2017.12.18), 출원번호: 10-2016-0001973 (2016.01.07)

[KP 5] 장원두, 임창환, 차호승, 이광렬, “안구전도 시선 트래킹 기술 기반 눈글 인식 방법 및 시스템 (A method of analyzing EOG for Eye-writing Recognition),” 등록번호: 10-1745774 (2017.06.02), 출원번호: 10-2015-0044544 (2015.03.30)

[KP 4] 장원두, 임창환, “시계열 데이터에서의 실시간 스파이크 검출을 위한 비지도 학습 형식의 자동 임계값 조정 방법 및 장치 (Automatic Thresholding for real-time spike detection in a time-series data),” 등록번호: 10-1615480 (2016.04.19), 출원번호: 10-2015-0036176 (2015.03.16)

[KP 3] 장원두, 차호승, 임창환, “시계열 데이터에서 너비가 특정 범위내인 스파이크의 구간을 자동검출하는 방법 및 시스템 (A Method to detect spikes whose widths are within a certain range in time-series data),” 등록번호: 10-1581552 (2015.12.23), 출원번호: 10-2014-0058590 (2014.5.15)

[KP 2] 차호승, 임창환, 임정환, 황한정, 한창희, 장원두, “일시적 시각 유발 전위를 이용한 신호 생성 방법 및 장치 (Development of a VEP-based brain switch system),” 등록번호:10-1541619 (2015.07.28), 출원번호: 10-2013-0168546 (2013.12.31)

[KP 1] 장원두, 신중필, “스트로크 생성장치, 스트로크 생성방법, 스트로크 생성프로그램, 문자 생성장치, 문자 생성방법 및 문자 생성프로그램,” 등록번호:1015005110000 (2015.03.03), 출원번호:1020110113797 (2011.11.03). This is the Korean Patent of [JP 1]

Korean Domestic Patent (Submitted)

[KP 10] 장원두, “뇌파와 안구전도를 사용하는 비동기식 HCI 시스템 및 이의 제어 방법(Asynchronous HCI System using Electroencephalogram and Electro Oculogram Gaze and Method for Controlling the same),” 출원번호: 10-2022-0157832 (2022.11.22)

[KP 9] 장원두, 황순욱, “인공신경망을 사용하는 텍스트기반 암호의 복잡도 및 보안성 개선을 위한 시스템 및 방법,” 출원번호: 10-2022-0131194 (2022.10.13)

[KP 8] 박사론, 장원두, “인공 지능을 이용한 치석 인식 시스템 및 방법 (System and Method for recognizing tartar using artificial intelligence)” 출원번호: 10-2022-0032251 (2022.03.15)

Japanese Patent (Registred)

[JP 1] Won-Tou Chang (Won-Du Chang), Jungpil Shin, “STROKE GENERATION DEVICE, STROKE GENERATION METHOD, STROKE GENERATION PROGRAM, CHARACTER GENERATION DEVICE, CHARACTER GENERATION METHOD, AND CHARACTER GENERATION PROGRAM,” Patent No. 5713707 (2015.3.20), Reg.No: 2012-159978 (2012.08.23)/ Application No: 2011018668 (2011.01.31)/ Applicant: Univ. of Aizu [site]

Software Copyright (소프트웨어 등록)

[KSC 1] 장원두, 임창환, “아이블링크 마스터 (Eyeblink Master),” C-2014-003735, 2014.02.17.

Research Grants

[KG 13] "원양/연근해 객체 탐색을 위한 기초 연구', 주식회사 썬컴-2023.07.01-2023.10.31

[KG 12] "지능형 보안 감시 시스템 고도화 및 상용화 기술 개발 ",( 재)연구개발특구진흥재단 – 2023.04.01-2024.12.31

[KG 11] “딥러닝 기반 보행자 맞춤형 스마트 사이니지”, 부경대학교 산학협력단, 22.08.08 – 23.01.06

[KG 10] “연안분야 빅데이터 플랫폼 및 센터 구축”, 한국지능정보사회진흥원, 22.06.29 – 24.12.31

[KG 9] “해양방위 지원용 수중음향 자동식별을 위한 인공지능(AI)기반 분석 기술 연구”, 한국해양과학기술원, 22.03.01- 23.12.31

[KG 8] “행동인식에 기반한 온 디맨드 인간-컴퓨터 인터페이스에 관한 연구”, 한국연구재단, 22.03.01 – 22.02.28

[KG 7] “첨단 해양산업 오픈랩 구축 및 실감형 융합 콘텐츠 개발”, 한국산업기술진흥원, 한국연구재단, 22.01.01 – 22.12.31

[KG 6] “아이웨어 기기를 위한 마이크로 디스플레이용 저지연 다기능 컨트롤러 개발”, 한국산업기술평가관리원, 22.01.01- 22.12.31

[KG 5] “방사선 법의학 영상을 활용한 인공지능기반 신원확인시스템 개발에 관한 연구”, 부산과학기술평가원, 2021.05 – 2021.10

[KG 4] “얼굴영상에서의 치아영역 검출 프로그램 개발”, Linc+ 산학공동과제, 2021.05 – 2021.10

[KG 3] “행동인식에 기반한 온 디맨드 인간-컴퓨터 인터페이스에 관한 연구”, 교육부, 2020.06 – 2023.02

[KG 2] “스마트선박을 위한 딥러닝 기반 운항가이드기술 개발”, 부산과학기술평가원, 2019.03 – 2019.11

[KG 1] “HCI응용을 위한 안구전도 기반 아이트래킹 원천기술 개발”, 한국형 SGER (Small Grant Exploratory Research) 과제, 2014.09 – 2020.05

Invited Talk (초청강연)

[IT 6] 생체전기신호와 인공지능: 인공지능은 몸이 보내는 신호를 어떻게 인식하는가, 지역혁신 및 과학기술정책연구회 조찬모임, 2024.5.14

[IT 5] 생성형 AI의 개념, 특징과 미래, 한국남부발전 하동빛드림본부, 2024.5.9

[IT 4] ChatGPT의 교육적 활용, 부산 울산 경남 기본간호학회 학술대회, 부산, 부경대학교, 2023.6.16

[IT 3] 인공지능, 딥러닝의 기초와 건강심리에의 적용, 건강심리학회 춘계학술대회, 서울, 중앙대학교, 2023.5.19

[IT 2] 안구전도 기반 HCI시스템의 현재와 미래: 계측, 활용, 한계와 극복, 대한의용생체공학회, 인천 파라다이스 시티 컨벤션, 2022.11.5

[IT 1] 인공지능과 딥러닝, 쇼미더동서AI, 동서대학교, 2021.11.19.