• 383 Citations
  • 11 h-Index
1993 …2019
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Research Output 1993 2019

Filter
Conference contribution
2019

AIFood: A Large Scale Food Images Dataset for Ingredient Recognition

Lee, G. G. C., Huang, C. W., Chen, J. H., Chen, S. Y. & Chen, H. L., 2019 Oct, Proceedings of the TENCON 2019: Technology, Knowledge, and Society. Institute of Electrical and Electronics Engineers Inc., p. 802-805 4 p. 8929715. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2019-October).

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

Image recognition
Labels
Websites
Luminance
Color

Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Normal Based on Neuropsychological Data via Supervised Learning

Lee, G. G. C., Huang, P. W., Xie, Y. R. & Pai, M. C., 2019 Oct, Proceedings of the TENCON 2019: Technology, Knowledge, and Society. Institute of Electrical and Electronics Engineers Inc., p. 1808-1812 5 p. 8929443. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2019-October).

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

Supervised learning
Neurons
Brain
Neuroimaging
Computer aided diagnosis

Reconfigurable Edge via Analytics Architecture

Chen, S. Y., Lee, G. G. C., Wang, T. P., Huang, C. W., Chen, J. H. & Tsai, C. L., 2019 Mar, Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019. Institute of Electrical and Electronics Engineers Inc., p. 117-121 5 p. 8771528. (Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019).

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

Convolution
Artificial intelligence
Data transfer rates
Difference equations
Parallel processing systems
2018

Melanocyte Detection and Intercellular Distribution Analysis of Melasma in Harmonically Generated Microscopy Images

Lee, G-G., Chu, H. P., Sun, C. K. & Liao, Y. H., 2018 Jul 2, 2018 International Conference on Orange Technologies, ICOT 2018. Girsang, A. S. & Kaburuan, E. R. (eds.). Institute of Electrical and Electronics Engineers Inc., 8705798. (2018 International Conference on Orange Technologies, ICOT 2018).

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

Skin
Microscopic examination
Biopsy
Harmonic generation
Sun

Stem cell detection based on Convolutional Neural Network via third harmonic generation microscopy images

Lee, G. G., Haung, K. W., Sun, C. K. & Liao, Y. H., 2018 Apr 10, Proceedings of the 2017 International Conference on Orange Technologies, ICOT 2017. Wang, L., Dong, M., Lu, Y. & Li, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 45-48 4 p. (Proceedings of the 2017 International Conference on Orange Technologies, ICOT 2017; vol. 2018-January).

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

third generation
stem cells
Harmonic generation
Stem cells
neural network
2017
2 Citations (Scopus)

A sparse deep feature representation for object detection from wearable cameras

Fan, Q., Chen, C. F. & Lee, G. G., 2017 Jan 1, British Machine Vision Conference 2017, BMVC 2017. BMVA Press, (British Machine Vision Conference 2017, BMVC 2017).

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

Convolution
Cameras
Law enforcement
Computational complexity
Detectors
2016
5 Citations (Scopus)

Deep Convolutional Neural Network on iOS mobile devices (Invited Paper)

Chen, C. F., Lee, G. G., Sritapan, V. & Lin, C. Y., 2016 Dec 9, Proceedings - IEEE International Workshop on Signal Processing Systems, SiPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 130-135 6 p. 7780085. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

Mobile devices
Mobile Devices
Neural Networks
Neural networks
Reusability
3 Citations (Scopus)

Efficient Multi-training Framework of Image Deep Learning on GPU Cluster

Chen, C. F. R., Lee, G-G., Xia, Y., Lin, W. S., Suzumura, T. & Lin, C. Y., 2016 Mar 25, Proceedings - 2015 IEEE International Symposium on Multimedia, ISM 2015. Institute of Electrical and Electronics Engineers Inc., p. 489-494 6 p. 7442384. (Proceedings - 2015 IEEE International Symposium on Multimedia, ISM 2015).

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

Image recognition
Distributed computer systems
Rapid prototyping
Parallel processing systems
Program processors

Efficient nuclei segmentation based on spectral graph partitioning

Lee, G. G. C., Hung, S. Y., Wang, T. P., Chen, C. F. R., Sun, C. K. & Liao, Y. H., 2016 Jul 29, ISCAS 2016 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., p. 2723-2726 4 p. 7539155. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2016-July).

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

Medical image processing
Data transfer rates
Computer aided diagnosis
Data transfer
Watersheds
1 Citation (Scopus)

Reconfigurable filter bank design via principal component analysis and low rank approximation

Huang, C. H., Lee, G. G. C., Chen, C. F. R., Xia, Y. & Lin, C. Y., 2016 Feb 23, 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015. Institute of Electrical and Electronics Engineers Inc., p. 473-477 5 p. 7418240. (2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015).

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

Filter banks
Principal component analysis
Gabor filters
Vector spaces
Computational efficiency
2015

Content-adaptive depth map enhancement based on motion distribution

Lee, G. G. C., Li, B. S. & Chen, C. F., 2015 Feb 27, 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 482-485 4 p. 7051611. (2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014).

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

Cameras
IIR filters
Low pass filters
Experiments

Design of view synthesis prediction in 3D-HEVC via algorithmic complexity analysis

Lee, G. G. C., Li, B. S. & Chen, C. F., 2015 Apr 24, Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. Matthews, M. B. (ed.). IEEE Computer Society, p. 2163-2166 4 p. 7094859. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2015-April).

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

Data transfer rates
Processing
Redundancy
Data storage equipment
Costs
1 Citation (Scopus)

Implementation of Gabor feature extraction algorithm for electrocardiogram on FPGA

Lee, G-G., Huang, Z. J., Chen, C. Y. & Chen, C. F., 2015 Jul 27, 2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015. Institute of Electrical and Electronics Engineers Inc., p. 798-801 4 p. 7168754. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2015-July).

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

Electrocardiography
Field programmable gate arrays (FPGA)
Feature extraction
Computer peripheral equipment
Wavelet transforms

Nuclei location enhancement based on improved efficient ellipse hough transform for third harmonic generation microscopy imaging

Chou, Y. H., Hung, S. Y., Lee, G-G., Weng, W. H., Liao, Y. H., Sun, C. K. & Shih, H. T., 2015 Aug 31, 2015 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 807-811 5 p. 7230516. (2015 IEEE China Summit and International Conference on Signal and Information Processing, ChinaSIP 2015 - Proceedings).

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

Hough transforms
Harmonic generation
Microscopic examination
Imaging techniques
Computer aided diagnosis
2014

Density analysis of collagen fibers based on enhanced frangi filter in Second Harmonic Generation virtual biopsy images

Cai, C. S., Chen, C. F., Lee, G-G., Lin, G. L., Chou, S. Y., Tsai, M. R., Liao, Y. H. & Sun, C. K., 2014 Sep 3, 2014 IEEE China Summit and International Conference on Signal and Information Processing, IEEE ChinaSIP 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 465-469 5 p. 6889286. (2014 IEEE China Summit and International Conference on Signal and Information Processing, IEEE ChinaSIP 2014 - Proceedings).

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

Biopsy
Harmonic generation
Collagen
Fibers
Skin
1 Citation (Scopus)

Mapping visual signal processing onto multi-core platform via algorithm/architecture co-exploration

Chen, C. F., Lee, G. G. C., Yu, Z. H. & Huang, C. H., 2014 Dec 15, IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation. Institute of Electrical and Electronics Engineers Inc., 6986094. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

Data transfer rates
Data Transfer
Data transfer
Data flow graphs
Signal Processing
2013
1 Citation (Scopus)

4×4/8×8/12×12 reconfigurable MIMO detector on multi-core DSP based on Eigen decomposition of dataflow graph

Wu, S. H., Kao, C. Y., Hsu, J. Y., Ting, P. A., Lee, G-G. & Huang, Y. H., 2013 Oct 18, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 2639-2643 5 p. 6638134. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

MIMO systems
Detectors
Decomposition
Quadrature amplitude modulation
Quadrature phase shift keying
2 Citations (Scopus)

Algorithmic complexity analysis on data transfer rate and data storage for multidimensional signal processing

Lee, G-G., Chen, C. F. & Lin, H. Y., 2013 Jan 1, 2013 IEEE Workshop on Signal Processing Systems, SiPS 2013. Institute of Electrical and Electronics Engineers Inc., p. 171-176 6 p. 6674500. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

Multidimensional Signal Processing
Data transfer rates
Algorithmic Complexity
Complexity Analysis
Data Storage

Depth map enhancement based on Z-displacement of objects

Lee, G-G., Siao, C. S., Cui, C., Chen, C. F., Huo, Y. & Lin, H. H., 2013 Sep 9, 2013 IEEE International Symposium on Circuits and Systems, ISCAS 2013. p. 2361-2364 4 p. 6572352. (Proceedings - IEEE International Symposium on Circuits and Systems).

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

2 Citations (Scopus)

Motion-based depth estimation for 2D-to-3D video conversion

Wang, M. J., Chen, C. F. & Lee, G-G., 2013 Jan 1, IEEE VCIP 2013 - 2013 IEEE International Conference on Visual Communications and Image Processing. IEEE Computer Society, 6706329. (IEEE VCIP 2013 - 2013 IEEE International Conference on Visual Communications and Image Processing).

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

2012
2 Citations (Scopus)

Architecture of high-throughput context adaptive variable length coding decoder in AVC/H.264

Lee, G-G., Xu, S. M., Chen, C. F. & Hsiao, C. J., 2012 Dec 1, 2012 Conference Handbook - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012. 6411885. (2012 Conference Handbook - Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2012).

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

Throughput
Clocks
Processing
2 Citations (Scopus)

Gabor feature extraction for electrocardiogram signals

Lee, G. G., Hu, J. Y., Chen, C. F. & Lin, H. H., 2012 Dec 1, 2012 IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Electronics and Systems for Better Life and Better Environment, BioCAS 2012 - Conference Publications. p. 304-307 4 p. 6418436. (2012 IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Electronics and Systems for Better Life and Better Environment, BioCAS 2012 - Conference Publications).

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

Electrocardiography
Feature extraction
Gabor filters
Fourier transforms
4 Citations (Scopus)

Variable block size motion estimator design for scan rate up-convertor

Chen, C. F., Lee, G. G., Wu, J. C., Hsiao, C. J. & Ke, J. Y., 2012 Dec 1, Proceedings - 2012 IEEE Workshop on Signal Processing Systems, SiPS 2012. p. 67-72 6 p. 6363185. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

Estimator
Motion
Motion Vector
Hardware
Costs
2011
2 Citations (Scopus)

A high throughput parallel AVC/H.264 context-based adaptive binary arithmetic decoder

Liang, J. W., Lin, H. Y. & Lee, G. G., 2011 Aug 18, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 1729-1732 4 p. 5946835. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Decoding
Bins
Throughput
Clocks
Experiments
2 Citations (Scopus)

Reconfigurable inverse transform architecture for multiple purpose video coding

Huang, T. Y., Lin, H. Y., Chen, C. F. & Lee, G-G., 2011 Aug 2, 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011. p. 1223-1226 4 p. 5937790. (Proceedings - IEEE International Symposium on Circuits and Systems).

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

Inverse transforms
Image coding
Reconfigurable architectures
Adders
Processing

Stereoscopic video coding in AVS

Ji, X., Zhang, Y., Yu, L. & Lee, G. G., 2011 Dec 1, 2011 IEEE Visual Communications and Image Processing, VCIP 2011. 6116044. (2011 IEEE Visual Communications and Image Processing, VCIP 2011).

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

Image coding
Redundancy
2010
3 Citations (Scopus)

Quantifying intrinsic parallelism via eigen-decomposition of dataflow graphs for algorithm/architecture co-exploration

Lin, H. Y. & Lee, G-G., 2010 Dec 27, 2010 IEEE Workshop on Signal Processing Systems, SiPS 2010 - Proceedings. p. 317-322 6 p. 5624810. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

Data Flow
Parallelism
Decomposition
Decompose
Graph in graph theory
4 Citations (Scopus)

Reconfigurable architecture design of motion compensation for multi-standard video coding

Lee, G-G., Yang, W. C., Wu, M. S. & Lin, H. Y., 2010 Aug 31, ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems. p. 2003-2006 4 p. 5537127. (ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems).

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

Reconfigurable architectures
Motion compensation
Image coding
Bandwidth
Interpolation
2009
16 Citations (Scopus)

An RVC dataflow description of the AVC constrained baseline profile decoder

Gorin, J., Raulet, M., Cheng, Y. L., Lin, H. Y., Siret, N., Sugimoto, K. & Lee, G. G., 2009 Jan 1, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 753-756 4 p. 5414265. (Proceedings - International Conference on Image Processing, ICIP).

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

Image coding
Decoding
Processing
2008
8 Citations (Scopus)

A high-quality spatial-temporal content-adaptive deinterlacing algorithm

Lee, G-G., Lin, H. Y., Wang, M. J., Lai, R. & Jhuo, C. W., 2008 Sep 19, 2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008. p. 2594-2597 4 p. 4541987. (Proceedings - IEEE International Symposium on Circuits and Systems).

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

Flickering
Adaptive algorithms
Interpolation
2 Citations (Scopus)

Extraction of perceptual hue feature set for color image/video segmentation

Wang, M. J., Lee, G. G. & Lin, H. Y., 2008 Dec 1, Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings. p. 875-878 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5353 LNCS).

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

Video Segmentation
Color Image
Image Segmentation
Color
Texture
3 Citations (Scopus)

On the verification of multi-standard SOC's for reconfigurable video coding based on algorithm/architecture co-exploration

Lee, G. G., Lin, H. Y., Wang, M. J., Chen, B. H. & Cheng, Y. L., 2008 Dec 26, 2008 IEEE Workshop on Signal Processing Systems, SiPS 2008, Proceedings. p. 170-175 6 p. 4671757. (IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation).

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

Video Coding
Image coding
Reconfigurability
Algorithmic Complexity
Methodology

Textural complexity-based rate control algorithm

Lee, G-G., Lin, H. Y. & Wang, M. J., 2008 Oct 23, 2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings. p. 1109-1112 4 p. 4607633. (2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings).

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

Controllability
2006
2 Citations (Scopus)

A 3D spatio-temporal motion estimation algorithm for video coding

Lee, G-G., Wang, M. J., Lin, H. Y., Su, D. W. C. & Lin, B. Y., 2006 Dec 1, 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings. p. 741-744 4 p. 4036706. (2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings; vol. 2006).

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

Motion estimation
Image coding
Costs
4 Citations (Scopus)

A unified systolic architecture for combined inter and intra predictions in H.264/AVC decoder

Li, C. H., Chen, C. C., Su, W. C., Wang, M. J., Peng, W. H., Chiang, T. & Lee, G-G., 2006 Dec 1, IWCMC 2006 - Proceedings of the 2006 International Wireless Communications and Mobile Computing Conference. p. 73-78 6 p. (IWCMC 2006 - Proceedings of the 2006 International Wireless Communications and Mobile Computing Conference; vol. 2006).

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

Systolic arrays
Bandwidth
Costs
FIR filters
Interpolation
3 Citations (Scopus)

Model-based optimal rate control algorithm for real-time hybrid video encoder

Lin, H. Y., Lee, G-G., Wang, M. J., Su, D. W. C. & Lin, B. Y., 2006 Dec 1, ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings. p. 4455-4458 4 p. 1693618. (Proceedings - IEEE International Symposium on Circuits and Systems).

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

Lagrange multipliers
Linear regression
4 Citations (Scopus)

Multiresolution-based texture adaptive motion detection for de-interlacing

Lee, G-G., Su, D. W. C., Lin, H. Y. & Wang, M. J., 2006, ISCAS 2006: 2006 IEEE International Symposium on Circuits and Systems, Proceedings. p. 4317-4320 4 p. 1693584

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

Textures
Interpolation
Pixels
Data storage equipment
Costs
1996
5 Citations (Scopus)

A multiresolution wavelet analysis of digital mammograms

Chen, C. H. & Lee, G-G., 1996 Jan 1, Track B: Pattern Recognition and Signal Analysis. Institute of Electrical and Electronics Engineers Inc., p. 710-714 5 p. 546915. (Proceedings - International Conference on Pattern Recognition; vol. 2).

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

Wavelet analysis
Constrained optimization
Image segmentation
Labels
1993
8 Citations (Scopus)

Neural networks for ultrasonic NDE signal classification using time-frequency analysis

Chen, C. H. & Lee, G-G., 1993 Jan 1, Plenary, Special, Audio, Underwater Acoustics, VLSI, Neural Networks. Publ by IEEE, (Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing; vol. 1).

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

Classifiers
ultrasonics
Ultrasonics
Neural networks
Frequency domain analysis