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2019

An adaptive cost aggregation method based on bilateral filter and canny edge detector with segmented area for stereo matching

Yang, W. J., Tsai, Z. S., Chung, P-C. & Cheng, Y. T., 2019 Jan 1, International Workshop on Advanced Image Technology, IWAIT 2019. Hayase, K., Lee, Y-L., Srisuk, S., Lie, W-N., Yu, L., Lau, P. Y. & Kemao, Q. (eds.). SPIE, 110491J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11049).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bilateral Filter
Stereo Matching
Depth Map
Occlusion
Aggregation

An Assigned Color Depth Packing Method with Centralized Texture Depth Packing Formats for 3D VR Broadcasting Services

Yang, W. J., Yang, J-F., Chen, G. C., Chung, P-C. & Chung, M. F., 2019 Mar 1, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9, 1, p. 122-132 11 p., 8542685.

Research output: Contribution to journalArticle

Broadcasting
Virtual reality
Textures
Color
Television

Automatic HCC Detection Using Convolutional Network with Multi-Magnification Input Images

Huang, W. C., Chung, P. C., Tsai, H. W., Chow, N. H., Juang, Y. Z., Tsai, H. H., Lin, S. H. & Wang, C. H., 2019 Mar, Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019. Institute of Electrical and Electronics Engineers Inc., p. 194-198 5 p. 8771535. (Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Liver
Tumors
Tissue
Cell death
Network architecture

Driver Monitoring Using Sparse Representation With Part-Based Temporal Face Descriptors

Chiou, C. Y., Wang, W. C., Lu, S. C., Huang, C. R., Chung, P-C. & Lai, Y. Y., 2019 Jan 1, (Accepted/In press) In : IEEE Transactions on Intelligent Transportation Systems.

Research output: Contribution to journalArticle

Monitoring
Accidents

Hematoxylin and Eosin (H&E) Stained Liver Portal Area Segmentation Using Multi-Scale Receptive Field Convolutional Neural Network

Xiao, Q. E., Chung, P. C., Tsai, H. W., Cheng, K. S., Chow, N. H., Juang, Y. Z., Tsai, H. H., Wang, C. H. & Hsieh, T. A., 2019 Jan 1, (Accepted/In press) In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Research output: Contribution to journalArticle

Liver
Neural networks
Ducts
Feature extraction
Entropy

Inflammatory Cells Detection in H&E Staining Histology Images Using Deep Convolutional Neural Network with Distance Transformation

Li, C. T., Chung, P-C., Tsai, H. W., Chow, N-H. & Cheng, K-S., 2019 Jan 1, New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers. Chang, C-Y., Lin, C-C. & Lin, H-H. (eds.). Springer Verlag, p. 665-672 8 p. (Communications in Computer and Information Science; vol. 1013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Histology
Lymphocytes
Neural Networks
Neural networks
Liver
1 Citation (Scopus)

Semi-supervised Learning Using Generative Adversarial Networks

Chang, C. Y., Chen, T. Y. & Chung, P-C., 2019 Jan 28, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 892-896 5 p. 8628663. (Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semi-supervised Learning
Supervised learning
Learning systems
Classifiers
Machine Learning

Texture-Map-Based Branch-Collaborative Network for Oral Cancer Detection

Chan, C. H., Huang, T. T., Chen, C. Y., Lee, C. C., Chan, M. Y. & Chung, P. C., 2019 Aug, In : IEEE Transactions on Biomedical Circuits and Systems. 13, 4, p. 766-780 15 p., 8719967.

Research output: Contribution to journalArticle

Textures
Neural networks
Gabor filters
Wavelet transforms
Semantics
2 Citations (Scopus)

Two-channel autofluorescence analysis for oral cancer

Huang, T. T., Chen, K. C., Wong, T. Y., Chen, C. Y., Chen, W. C., Chen, Y. C., Chang, M. H., Wu, D. Y., Huang, T. Y., Nioka, S., Chung, P. C. & Huang, J. S., 2019 May 1, In : Journal of Biomedical Optics. 24, 5, 051402.

Research output: Contribution to journalArticle

Flavin-Adenine Dinucleotide
NAD
lesions
adenines
cancer
2018
1 Citation (Scopus)

Multi-feature shape regression for face alignment

Yang, W. J., Chen, Y. C., Chung, P-C. & Yang, J-F., 2018 Dec 1, In : Eurasip Journal on Advances in Signal Processing. 2018, 1, 51.

Research output: Contribution to journalArticle

Face recognition
Animation
Color
Costs
1 Citation (Scopus)

Predictive Models for Evaluating Cognitive Ability in Dementia Diagnosis Applications Based on Inertia- and Gait-Related Parameters

Wang, W. H., Hsu, Y. L., Chung, P-C. & Pai, M-C., 2018 Apr 15, In : IEEE Sensors Journal. 18, 8, p. 3338-3350 13 p.

Research output: Contribution to journalArticle

gait
inertia
Feedforward neural networks
floating
Feature extraction
1 Citation (Scopus)

Spatiotemporal Coherence-Based Annotation Placement for Surveillance Videos

Wang, W. C., Chiou, C. Y., Huang, C. R., Chung, P-C. & Huang, W. Y., 2018 Mar 1, In : IEEE Transactions on Circuits and Systems for Video Technology. 28, 3, p. 787-801 15 p.

Research output: Contribution to journalArticle

Trajectories
Experiments
2017

Abnormal Driving Behavior Detection Using Sparse Representation

Chiou, C. Y., Chung, P-C., Huang, C. R. & Chang, M. F., 2017 Feb 16, Proceedings - 2016 International Computer Symposium, ICS 2016. Institute of Electrical and Electronics Engineers Inc., p. 390-395 6 p. 7858507. (Proceedings - 2016 International Computer Symposium, ICS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monitoring
4 Citations (Scopus)

Event based surveillance video synopsis using trajectory kinematics descriptors

Wang, W. C., Chung, P-C., Huang, C. R. & Huang, W. Y., 2017 Jul 19, Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017. Institute of Electrical and Electronics Engineers Inc., p. 250-253 4 p. 7986848. (Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kinematics
Trajectories
Experiments
9 Citations (Scopus)

Novel quantitative analysis of autofluorescence images for oral cancer screening

Huang, T-T., Huang, J-S., Wang, Y. Y., Chen, K-C., Wang, D-Y., Chen, Y. C., Wu, C. W., Chan, L. P., Lin, Y. C., Kao, Y. H., Nioka, S., Yuan, S. S. F. & Chung, P-C., 2017 May 1, In : Oral Oncology. 68, p. 20-26 7 p.

Research output: Contribution to journalArticle

Mouth Neoplasms
Mouth Mucosa
Early Detection of Cancer
Discriminant Analysis
Physicians
2016

Classification of Parkinson's disease severity using heart rate variability analysis

Lin, C-W., Wang, J-S., Chung, P-C., Hsu, C. Y., Liou, L. M., Yang, Y-K. & Yang, Y-T. C., 2016 Apr 19, Heart Rate Variability (HRV) Signal Analysis: Clinical Applications. CRC Press, p. 425-441 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Parkinson Disease
Heart Rate
1 Citation (Scopus)

Continuous wave spectroscopy with diffusion theory for quantification of optical properties: Comparison between multi-distance and multi-wavelength data fitting methods

Lin, Y. C., Lin, Z. F., Nioka, S., Chen, L. H., Tseng, S-H. & Chung, P-C., 2016 Jan 1, Oxygen Transport to Tissue XXXVIII. Bruley, D. F., Luo, Q., Li, L. Z., Shi, H., Harrison, D. K. & Bruley, D. F. (eds.). Springer New York LLC, p. 337-343 7 p. (Advances in Experimental Medicine and Biology; vol. 923).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spectrum Analysis
Optical properties
Spectroscopy
Wavelength
Tissue
2015
2 Citations (Scopus)

An HMM-based gait comparison: Using Alzheimer's disease patients as examples

Wang, W. H., Wu, H. L., Chung, P-C. & Pai, M-C., 2015 Sep 28, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. 7280795

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hidden Markov models
Statistics
Experiments
4 Citations (Scopus)

An inertial sensor based balance and gait analysis system

Wang, W. H., Chung, P-C., Yang, G. L., Lin, C. W., Hsu, Y. L. & Pai, M-C., 2015 Jul 27, 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 2636-2639 4 p. 7169227

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gait analysis
Stop watches
Controllers
Sensors
Health

CIS Society Officers

Yao, X., Estévez, P. A., Bouchon-Meunier, B., Alippi, C., Ruspini, E. H., Chung, P-C., Pal, N. R. & Jin, Y., 2015 Nov 1, In : IEEE Computational Intelligence Magazine. 10, 4, 1 p., 7296711.

Research output: Contribution to journalEditorial

Enhanced local support vector machine with fast cross-validation capability

Chen, Y. A. & Chung, P. C., 2015 Jan 1, Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. Chu, W. C-C., Yang, S. J-H. & Chao, H-C. (eds.). IOS Press, p. 491-500 10 p. (Frontiers in Artificial Intelligence and Applications; vol. 274).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Classifiers
Nearest neighbor search

Epileptiform discharges detection from eeg signals using grouped-channel restricted band analysis

Yang, S. C., Lan, S. H., Chang, H. Y. & Chung, P-C., 2015 Apr 25, In : Biomedical Engineering - Applications, Basis and Communications. 27, 2, 1550014.

Research output: Contribution to journalArticle

Electroencephalography
ROC Curve
Feature extraction
Noise
Signal processing

Local radial basis function network regressor with feature importance optimization

Chen, Y. A. & Chung, P-C., 2015 Sep 28, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280345. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radial basis function networks
Sampling
Experiments
3 Citations (Scopus)

Trajectory kinematics descriptor for trajectory clustering in surveillance videos

Wang, W. C., Chung, P-C., Cheng, H. W. & Huang, C. R., 2015 Jul 27, 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015. Institute of Electrical and Electronics Engineers Inc., p. 1198-1201 4 p. 7168854. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2015-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kinematics
Trajectories
Experiments

Weight-flooding aggregation with canny edge constraint for 3D depth estimation

Tsai, Z. S., Chung, P-C. & Chi, K. W., 2015 Sep 1, In : Journal of Information Science and Engineering. 31, 5, p. 1495-1519 25 p.

Research output: Contribution to journalArticle

aggregation
Agglomeration
Pixels
costs
Costs