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2020 – today
- 2024
[j43]Hongsik Yim
, Hyunchang Kang, Tien Dat Nguyen, Hyouk Ryeol Choi:
Electromagnetic Field & ToF Sensor Fusion for Advanced Perceptual Capability of Robots. IEEE Robotics Autom. Lett. 9(5): 4846-4853 (2024)- 2023
- [j42]Ganjar Alfian, Muhammad Qois Huzyan Octava, Farhan Mufti Hilmy, Rachma Aurya Nurhaliza, Yuris Mulya Saputra, Divi Galih Prasetyo Putri, Firma Syahrian, Norma Latif Fitriyani, Fransiskus Tatas Dwi Atmaji, Umar Farooq, Dat Tien Nguyen, Muhammad Syafrudin:
Customer Shopping Behavior Analysis Using RFID and Machine Learning Models. Inf. 14(10): 551 (2023) - [i11]Jinwoo Kim, Tien Dat Nguyen, Ayhan Suleymanzade, Hyeokjun An, Seunghoon Hong:
Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance. CoRR abs/2306.02866 (2023) - [i10]Tien Dat Nguyen, Jinwoo Kim, Hongseok Yang, Seunghoon Hong:
Learning Symmetrization for Equivariance with Orbit Distance Minimization. CoRR abs/2311.07143 (2023) - 2022
- [j41]Duy Tung Phan, Tien Dat Nguyen, Chang Won Jung:
Transparent Saltwater in Glass Structure: Simultaneous Tunable UHF Antenna and EMI Shielding Window. IEEE Access 10: 59037-59047 (2022) - [c28]Ha Thanh Thi Hoang, Chau Ngoc Ha, Dat Tien Nguyen, Truong Nhat Nguyen, Tuyet Ngoc Huynh, Tai Tan Phan, Hai Thanh Nguyen:
Poses Classification in a Taekwondo Lesson Using Skeleton Data Extracted from Videos with Shallow and Deep Learning Architectures. FDSE (CCIS Volume) 2022: 447-461 - [i9]Jinwoo Kim, Tien Dat Nguyen, Seonwoo Min, Sungjun Cho, Moontae Lee, Honglak Lee, Seunghoon Hong:
Pure Transformers are Powerful Graph Learners. CoRR abs/2207.02505 (2022) - 2021
- [j40]Ganbayar Batchuluun, Jin Kyu Kang, Dat Tien Nguyen, Tuyen Danh Pham, Muhammad Arsalan, Kang Ryoung Park:
Deep Learning-Based Thermal Image Reconstruction and Object Detection. IEEE Access 9: 5951-5971 (2021) - [j39]Ganbayar Batchuluun, Jin Kyu Kang, Dat Tien Nguyen, Tuyen Danh Pham, Muhammad Arsalan, Kang Ryoung Park:
Action Recognition From Thermal Videos Using Joint and Skeleton Information. IEEE Access 9: 11716-11733 (2021) - [j38]Tien Dat Nguyen, Taesung Kim, Jiho Noh, Hoa Phung, Gitae Kang, Hyouk Ryeol Choi:
Skin-Type Proximity Sensor by Using the Change of Electromagnetic Field. IEEE Trans. Ind. Electron. 68(3): 2379-2388 (2021) - [c27]Duc Van Tran, Trung Quang Nguyen, Hai Anh Nguyen, Dat Tien Nguyen:
3D Human Reconstruction: A Comparison Between Images-Based and Point Cloud-Based Method. ICCMS 2021: 67-75 - 2020
- [j37]Tuyen Danh Pham, Chanhum Park, Dat Tien Nguyen, Ganbayar Batchuluun, Kang Ryoung Park:
Deep Learning-Based Fake-Banknote Detection for the Visually Impaired People Using Visible-Light Images Captured by Smartphone Cameras. IEEE Access 8: 63144-63161 (2020) - [j36]Ganbayar Batchuluun, Na Rae Baek, Dat Tien Nguyen, Tuyen Danh Pham, Kang Ryoung Park:
Region-Based Removal of Thermal Reflection Using Pruned Fully Convolutional Network. IEEE Access 8: 75741-75760 (2020) - [j35]Ganbayar Batchuluun, Young Won Lee, Dat Tien Nguyen, Tuyen Danh Pham, Kang Ryoung Park:
Thermal Image Reconstruction Using Deep Learning. IEEE Access 8: 126839-126858 (2020) - [j34]Dat Tien Nguyen, Tuyen Danh Pham, Ganbayar Batchuluun, Kyoung Jun Noh, Kang Ryoung Park:
Presentation Attack Face Image Generation Based on a Deep Generative Adversarial Network. Sensors 20(7): 1810 (2020) - [j33]Dat Tien Nguyen, Jin Kyu Kang, Tuyen Danh Pham, Ganbayar Batchuluun, Kang Ryoung Park:
Ultrasound Image-Based Diagnosis of Malignant Thyroid Nodule Using Artificial Intelligence. Sensors 20(7): 1822 (2020) - [j32]Noi Quang Truong, Young Won Lee, Muhammad Owais, Dat Tien Nguyen, Ganbayar Batchuluun, Tuyen Danh Pham, Kang Ryoung Park:
SlimDeblurGAN-Based Motion Deblurring and Marker Detection for Autonomous Drone Landing. Sensors 20(14): 3918 (2020) - [j31]Dat Tien Nguyen, Min Beom Lee, Tuyen Danh Pham, Ganbayar Batchuluun, Muhammad Arsalan, Kang Ryoung Park:
Enhanced Image-Based Endoscopic Pathological Site Classification Using an Ensemble of Deep Learning Models. Sensors 20(21): 5982 (2020)
2010 – 2019
- 2019
- [j30]Ganbayar Batchuluun, Dat Tien Nguyen, Tuyen Danh Pham, Chanhum Park, Kang Ryoung Park:
Action Recognition From Thermal Videos. IEEE Access 7: 103893-103917 (2019) - [j29]Ganbayar Batchuluun, Hyo Sik Yoon, Dat Tien Nguyen, Tuyen Danh Pham, Kang Ryoung Park:
A Study on the Elimination of Thermal Reflections. IEEE Access 7: 174597-174611 (2019) - [j28]Dat Tien Nguyen, Tuyen Danh Pham, Min Beom Lee, Kang Ryoung Park:
Visible-Light Camera Sensor-Based Presentation Attack Detection for Face Recognition by Combining Spatial and Temporal Information. Sensors 19(2): 410 (2019) - [j27]Tuyen Danh Pham, Dat Tien Nguyen, Chanhum Park, Kang Ryoung Park:
Deep Learning-Based Multinational Banknote Type and Fitness Classification with the Combined Images by Visible-Light Reflection and Infrared-Light Transmission Image Sensors. Sensors 19(4): 792 (2019) - [j26]Tien Dat Nguyen, Beomsu Kim, Min-Cheol Hong:
New Hole-Filling Method Using Extrapolated Spatio-Temporal Background Information for a Synthesized Free-View. IEEE Trans. Multim. 21(6): 1345-1358 (2019) - [c26]Taeseung Kim, Jiho Noh, Tien Dat Nguyen, Hyouk Ryeol Choi:
Development of Flexible Dual-type Proximity Sensor with Resonant Frequency for Robotic Applications. IROS 2019: 8294-8299 - [i8]Michael Riesch, Tien Dat Nguyen, Christian Jirauschek:
bertha: Project Skeleton for Scientific Software. CoRR abs/1912.01640 (2019) - 2018
- [j25]Jae Woong Jang, Hwan Heo, Jae Won Bang, Hyung Gil Hong, Rizwan Ali Naqvi, Phong Ha Nguyen, Dat Tien Nguyen, Min Beom Lee, Kang Ryoung Park:
Fuzzy-based estimation of continuous Z-distances and discrete directions of home appliances for NIR camera-based gaze tracking system. Multim. Tools Appl. 77(10): 11925-11955 (2018) - [j24]Tuyen Danh Pham, Dat Tien Nguyen, Ki-Wan Kim, Sung Ho Park, Kang Ryoung Park:
Deep Learning-Based Banknote Fitness Classification Using the Reflection Images by a Visible-Light One-Dimensional Line Image Sensor. Sensors 18(2): 472 (2018) - [j23]Dat Tien Nguyen, Tuyen Danh Pham, Na Rae Baek, Kang Ryoung Park:
Combining Deep and Handcrafted Image Features for Presentation Attack Detection in Face Recognition Systems Using Visible-Light Camera Sensors. Sensors 18(3): 699 (2018) - [j22]Dat Tien Nguyen, Na Rae Baek, Tuyen Danh Pham, Kang Ryoung Park:
Presentation Attack Detection for Iris Recognition System Using NIR Camera Sensor. Sensors 18(5): 1315 (2018) - [j21]Dat Tien Nguyen, Tuyen Danh Pham, Young-Woo Lee, Kang Ryoung Park:
Deep Learning-Based Enhanced Presentation Attack Detection for Iris Recognition by Combining Features from Local and Global Regions Based on NIR Camera Sensor. Sensors 18(8): 2601 (2018) - [j20]Tuyen Danh Pham, Dat Tien Nguyen, Jin Kyu Kang, Kang Ryoung Park:
Deep Learning-Based Multinational Banknote Fitness Classification with a Combination of Visible-Light Reflection and Infrared-Light Transmission Images. Symmetry 10(10): 431 (2018) - [c25]Tasnim Mohiuddin, Shafiq R. Joty, Dat Tien Nguyen:
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach. ACL (1) 2018: 558-568 - [i7]Tasnim Mohiuddin, Shafiq R. Joty, Dat Tien Nguyen:
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach. CoRR abs/1805.02275 (2018) - [i6]Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri:
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context. CoRR abs/1812.07023 (2018) - 2017
- [j19]Huu-Noi Doan, Tien Dat Nguyen, Min-Cheol Hong:
Hole-Filling Algorithm with Spatio-Temporal Background Information for View Synthesis. IEICE Trans. Inf. Syst. 100-D(9): 1994-2004 (2017) - [j18]Choonghan Lee, Uikyum Kim, Dong-Hyuk Lee, Canh Toan Nguyen, Dat Tien Nguyen, Hoa Phung, Joonwoo Park, Hosang Jung, Hyouk Ryeol Choi:
Development of a smart handheld surgical tool with tactile feedback. Intell. Serv. Robotics 10(2): 149-158 (2017) - [j17]So Ra Cho, Gi Pyo Nam, Kwang Yong Shin, Dat Tien Nguyen, Tuyen Danh Pham, Eui Chul Lee, Kang Ryoung Park:
Periocular-based biometrics robust to eye rotation based on polar coordinates. Multim. Tools Appl. 76(9): 11177-11197 (2017) - [j16]Dat Tien Nguyen, Hyung Gil Hong, Ki-Wan Kim, Kang Ryoung Park:
Person Recognition System Based on a Combination of Body Images from Visible Light and Thermal Cameras. Sensors 17(3): 605 (2017) - [j15]Dat Tien Nguyen, Ki-Wan Kim, Hyung Gil Hong, Ja Hyung Koo, Min-Cheol Kim, Kang Ryoung Park:
Gender Recognition from Human-Body Images Using Visible-Light and Thermal Camera Videos Based on a Convolutional Neural Network for Image Feature Extraction. Sensors 17(3): 637 (2017) - [j14]Dat Tien Nguyen, Hyo Sik Yoon, Tuyen Danh Pham, Kang Ryoung Park:
Spoof Detection for Finger-Vein Recognition System Using NIR Camera. Sensors 17(10): 2261 (2017) - [c24]Dat Tien Nguyen, Shafiq Rayhan Joty:
A Neural Local Coherence Model. ACL (1) 2017: 1320-1330 - [c23]Dat Tien Nguyen, Ferda Ofli, Muhammad Imran, Prasenjit Mitra:
Damage Assessment from Social Media Imagery Data During Disasters. ASONAM 2017: 569-576 - [c22]Dat Tien Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra:
Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks. ICWSM 2017: 632-635 - [c21]Hoa Phung, Phi Tien Hoang, Canh Toan Nguyen, Tien Dat Nguyen, Hosang Jung, Uikyum Kim, Hyouk Ryeol Choi:
Interactive haptic display based on soft actuator and soft sensor. IROS 2017: 886-891 - [c20]Canh Toan Nguyen, Hoa Phung, Phi Tien Hoang, Tien Dat Nguyen, Hosang Jung, Hyungpil Moon, Ja Choon Koo, Hyouk Ryeol Choi:
A novel bioinspired hexapod robot developed by soft dielectric elastomer actuators. IROS 2017: 6233-6238 - [c19]Dat Tien Nguyen, Firoj Alam, Ferda Ofli, Muhammad Imran:
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises. ISCRAM 2017 - [c18]Phi Tien Hoang, Hoa Phung, Canh Toan Nguyen, Tien Dat Nguyen, Hyouk Ryeol Choi:
A highly flexible, stretchable and ultra-thin piezoresistive tactile sensor array using PAM/PEDOT: PSS hydrogel. URAI 2017: 950-955 - [i5]Dat Tien Nguyen, Firoj Alam, Ferda Ofli, Muhammad Imran:
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises. CoRR abs/1704.02602 (2017) - [i4]Dat Tien Nguyen, Shafiq R. Joty, Basma El Amel Boussaha, Maarten de Rijke:
Thread Reconstruction in Conversational Data using Neural Coherence Models. CoRR abs/1707.07660 (2017) - 2016
- [j13]Dat Tien Nguyen, Kang Ryoung Park:
Enhanced age estimation by considering the areas of non-skin and the non-uniform illumination of visible light camera sensor. Expert Syst. Appl. 66: 302-322 (2016) - [j12]Dat Tien Nguyen, Kang Ryoung Park:
Body-Based Gender Recognition Using Images from Visible and Thermal Cameras. Sensors 16(2): 156 (2016) - [j11]Dat Tien Nguyen, Kang Ryoung Park:
Enhanced Gender Recognition System Using an Improved Histogram of Oriented Gradient (HOG) Feature from Quality Assessment of Visible Light and Thermal Images of the Human Body. Sensors 16(7): 1134 (2016) - [j10]Hyung Gil Hong, Won Oh Lee, Yeong Gon Kim, Ki-Wan Kim, Dat Tien Nguyen, Kang Ryoung Park:
Fuzzy System-Based Face Detection Robust to In-Plane Rotation Based on Symmetrical Characteristics of a Face. Symmetry 8(8): 75 (2016) - [c17]Hyo Seung Han, Junwoo Park, Tien Dat Nguyen, Ui Kyum Kim, Canh Toan Nguyen, Hoa Phung, Hyouk Ryeol Choi:
A highly sensitive dual mode tactile and proximity sensor using Carbon Microcoils for robotic applications. ICRA 2016: 97-102 - [i3]Dat Tien Nguyen, Kamla Al-Mannai, Shafiq R. Joty, Hassan Sajjad, Muhammad Imran, Prasenjit Mitra:
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks. CoRR abs/1608.03902 (2016) - [i2]Dat Tien Nguyen, Shafiq R. Joty, Muhammad Imran, Hassan Sajjad, Prasenjit Mitra:
Applications of Online Deep Learning for Crisis Response Using Social Media Information. CoRR abs/1610.01030 (2016) - 2015
- [j9]Tuyen Danh Pham, Young Ho Park, Dat Tien Nguyen, Seung Yong Kwon, Kang Ryoung Park:
Nonintrusive Finger-Vein Recognition System Using NIR Image Sensor and Accuracy Analyses According to Various Factors. Sensors 15(7): 16866-16894 (2015) - [j8]Tuyen Danh Pham, Young Ho Park, Seung Yong Kwon, Dat Tien Nguyen, Husan Vokhidov, Kang Ryoung Park, Dae Sik Jeong, Sungsoo Yoon:
Recognizing Banknote Fitness with a Visible Light One Dimensional Line Image Sensor. Sensors 15(9): 21016-21032 (2015) - [j7]Dat Tien Nguyen, So Ra Cho, Tuyen Danh Pham, Kang Ryoung Park:
Human Age Estimation Method Robust to Camera Sensor and/or Face Movement. Sensors 15(9): 21898-21930 (2015) - [j6]Dat Tien Nguyen, So Ra Cho, Kang Ryoung Park:
Age Estimation-Based Soft Biometrics Considering Optical Blurring Based on Symmetrical Sub-Blocks for MLBP. Symmetry 7(4): 1882-1913 (2015) - [c16]Angeliki Lazaridou, Dat Tien Nguyen, Marco Baroni:
Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis. VL@EMNLP 2015: 81-86 - [c15]Canh Toan Nguyen, Hoa Phung, Hosang Jung, Ui Kyum Kim, Tien Dat Nguyen, Junwoo Park, Hyungpil Moon, Jachoon Koo, Hyouk Ryeol Choi:
Printable monolithic hexapod robot driven by soft actuator. ICRA 2015: 4484-4489 - [i1]Angeliki Lazaridou, Dat Tien Nguyen, Raffaella Bernardi, Marco Baroni:
Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation. CoRR abs/1506.03500 (2015) - 2014
- [j5]Kwang Yong Shin, Young Ho Park, Dat Tien Nguyen, Kang Ryoung Park:
Finger-Vein Image Enhancement Using a Fuzzy-Based Fusion Method with Gabor and Retinex Filtering. Sensors 14(2): 3095-3129 (2014) - [c14]Dat Tien Nguyen, Angeliki Lazaridou, Raffaella Bernardi:
Coloring Objects: Adjective-Noun Visual Semantic Compositionality. VL@COLING 2014: 112-114 - [c13]Canh Toan Nguyen, Hoa Phung, Tien Dat Nguyen, Choonghan Lee, Ui Kyum Kim, Donghyouk Lee, Hyungpil Moon, Jachoon Koo, Jaedo Nam, Hyoukryeol Choi:
Biomimetic printable hexapod robot driven by soft actuator. URAI 2014: 189-190 - 2013
- [j4]Dat Tien Nguyen, Young Ho Park, Kwang Yong Shin, Seung Yong Kwon, Hyeon Chang Lee, Kang Ryoung Park:
Fake finger-vein image detection based on Fourier and wavelet transforms. Digit. Signal Process. 23(5): 1401-1413 (2013) - [j3]Dat Tien Nguyen, Young Ho Park, Kwang Yong Shin, Kang Ryoung Park:
New Finger-vein Recognition Method Based on Image Quality Assessment. KSII Trans. Internet Inf. Syst. 7(2): 347-365 (2013) - [c12]Dat Tien Nguyen, Kwang Yong Shin, Won Oh Lee, Yeong Gon Kim, Ki-Wan Kim, Hyung Gil Hong, Kang Ryoung Park, CheonIn Oh, Hankyu Lee, Youngho Jeong:
Gaze detection based on head pose estimation in smart TV. ICTC 2013: 283-288 - [c11]Dat Tien Nguyen, Johannes Leveling:
Exploring Domain-Sensitive Features for Extractive Summarization in the Medical Domain. NLDB 2013: 90-101 - [c10]Choonghan Lee, Dong-Hyuk Lee, Nguyen Canh Toan, Ui Kyeom Kim, Dat Tien Nguyen, Hyungpil Moon, Jachoon Koo, Jaedo Nam, Hyouk Ryeol Choi:
Preliminary design and fabrication of smart handheld surgical tool with tactile feedback. RO-MAN 2013: 76-80 - 2012
- [c9]Dat Tien Nguyen, Tam Duc Hoang, Son Bao Pham:
A Vietnamese Natural Language Interface to Database. ICSC 2012: 130-133 - 2011
- [j2]Tien Dat Nguyen, Christine Ziemer, Timofey Grechkin, Benjamin Chihak, Jodie M. Plumert, James F. Cremer, Joseph K. Kearney:
Effects of scale change on distance perception in virtual environments. ACM Trans. Appl. Percept. 8(4): 26:1-26:18 (2011) - [c8]Tien Dat Nguyen, James F. Cremer, Joseph K. Kearney, Jodie M. Plumert:
Effects of scene density and richness on traveled distance estimation in virtual environments. APGV 2011: 83-86 - [c7]Christine Ziemer, Benjamin Chihak, Jodie M. Plumert, Tien Dat Nguyen, James F. Cremer, Joseph K. Kearney:
Is perception-action coupling more malleable in virtual than in real environments? APGV 2011: 114 - [c6]Derek Andes, James F. Cremer, Bridget Draxler, Nicole Dudley, Lauren Haldeman, Haowei Hsieh, Peter Likarish, Dat Tien Nguyen, Cristina Sarnelli, Jon Winet:
UCOL -- Iowa City UNESCO City of Literature: mobile application research & development. iConference 2011: 636-637 - [c5]Haowei Hsieh, Bridget Draxler, Nicole Dudley, James F. Cremer, Lauren Haldeman, Tien Dat Nguyen, Peter Likarish, Jon Winet:
Facilitating content creation and content research in building the city of lit digital library. JCDL 2011: 145-148 - [c4]Haowei Hsieh, Bridget Draxler, Nicole Dudley, James F. Cremer, Lauren Haldeman, Tien Dat Nguyen, Peter Likarish, Jon Winet:
The Iowa City UNESCO City of literature digital library. JCDL 2011: 477-478 - 2010
- [j1]Timofey Grechkin, Tien Dat Nguyen, Jodie M. Plumert, James F. Cremer, Joseph K. Kearney:
How does presentation method and measurement protocol affect distance estimation in real and virtual environments? ACM Trans. Appl. Percept. 7(4): 26:1-26:18 (2010) - [c3]Tien Dat Nguyen, Timofey Grechkin, James F. Cremer, Joseph K. Kearney, Jodie M. Plumert:
Effect of measurement setting in judging traveled distance: additional evidence for underestimation of distance in virtual environments. APGV 2010: 159 - [c2]Dat Tien Nguyen, Son Bao Pham:
Finding Semantic Similarity in Vietnamese. IALP 2010: 91-94
2000 – 2009
- 2009
- [c1]Tien Dat Nguyen, Christine Ziemer, Jodie M. Plumert, James F. Cremer, Joseph K. Kearney:
Effects of scale change on distance perception in virtual environments. APGV 2009: 27-34
Coauthor Index
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