Kevin J. Parker

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 7

Top Topics

Ultrasound Imaging

Machine Learning

Volumetric Images

Top Venues

Mach. Learn. Sci. Technol.

Publications

Donya Khaledyan, Thomas J. Marini, Avice OConnell, Steven Meng, Jonah Kan, Galen Brennan, Yu Zhao, Timothy M. Baran, Kevin J. Parker
WATUNet: a deep neural network for segmentation of volumetric sweep imaging ultrasound. Mach. Learn. Sci. Technol. 5 (1) (2024)
Gary R. Ge, Wei Song, Michael J. Giannetto, Jannick P. Rolland, Maiken Nedergaard, Kevin J. Parker
Mouse brain elastography changes with sleep/wake cycles, aging, and Alzheimer's disease. NeuroImage 295 (2024)
Donya Khaledyan, Thomas J. Marini, Avice OConnell, Steven Meng, Jonah Kan, Galen Brennan, Yu Zhao, Timothy M. Baran, Kevin J. Parker
WATUNet: A Deep Neural Network for Segmentation of Volumetric Sweep Imaging Ultrasound. CoRR (2023)
Jihye Baek, Avice M. O'Connell, Kevin J. Parker
Improving the diagnosis of breast cancer based on biophysical ultrasound features utilizing machine learning. CoRR (2022)
Jihye Baek, Avice M. O'Connell, Kevin J. Parker
Improving breast cancer diagnosis by incorporating raw ultrasound parameters into machine learning. Mach. Learn. Sci. Technol. 3 (4) (2022)
Eduardo A. Gonzalez, Juvenal Ormachea, Kevin J. Parker, Benjamín Castañeda
Wavelength average velocity estimator for ultrasound elastography. ISBI (2016)
Gabriela Torres, Juvenal Ormachea, Roberto J. Lavarello, Kevin J. Parker, Benjamín Castañeda
Effects of data acquisition parameters on the quality of sonoelastographic imaging. EMBC (2015)
Kristians Diaz, Benjamín Castañeda, Maria Luisa Montero, Jorge Yao, Jean Joseph, Deborah J. Rubens, Kevin J. Parker
Analysis of the spatial distribution of prostate cancer obtained from histopathological images. Medical Imaging: Digital Pathology (2013)
Kevin J. Parker, Man Zhang
Color in Medical Imaging. Color Imaging Conference (2004)
S. Kubilay Pakin, Roger S. Gaborski, Lori L. Barski, David H. Foos, Kevin J. Parker
Clustering approach to bone and soft tissue segmentation of digital radiographic images of extremities. J. Electronic Imaging 12 (1) (2003)
Edward A. Ashton, Jonathan K. Riek, Larry Molinelli, Michel J. Berg, Kevin J. Parker
A method for fully automated measurement of neurological structures in MRI. Medical Imaging: Image Processing (2003)
Stephen A. McAleavey, Deborah J. Rubens, Kevin J. Parker
Doppler ultrasound imaging of magnetically vibrated brachytherapy seeds. IEEE Trans. Biomed. Eng. 50 (2) (2003)
Vladimir Misic, Kevin J. Parker
Morphological characterization of dithering masks. J. Electronic Imaging 12 (2) (2003)
Vladimir Misic, Robert R. Buckley, Kevin J. Parker
Enhancement of colored engravings. ICME (1) (2002)
Edward A. Ashton, Larry Molinelli, Saara M. S. Totterman, Kevin J. Parker
Evaluation of reproducibility for manual and semi-automated feature extraction in CT and MR images. ICIP (3) (2002)
Vladimir Misic, Kevin J. Parker, Robert R. Buckley
MRC for compression of colored engravings. EUSIPCO (2002)
Vladimir Misic, Robert R. Buckley, Kevin J. Parker
Encoding and processing of color engravings (using MRC). ICIP (3) (2002)
Muge Wang, Kevin J. Parker
Prediction of the texture visibility of color halftone patterns. J. Electronic Imaging 11 (2) (2002)
S. Kubilay Pakin, José Gerardo Tamez-Peña, Saara M. S. Totterman, Kevin J. Parker
Segmentation, surface extraction, and thickness computation of articular cartilage. Medical Imaging: Image Processing (2002)
S. Kubilay Pakin, Roger S. Gaborski, Lori L. Barski, David H. Foos, Kevin J. Parker
Segmentation of bone and soft tissue regions in digital radiographic images of extremities. Medical Imaging: Image Processing (2001)
José Gerardo Tamez-Peña, Saara M. S. Totterman, Kevin J. Parker
MRI isotropic resolution reconstruction from two orthogonal scans. Medical Imaging: Image Processing (2001)
Muge Wang, Kevin J. Parker
Metric to evaluate the texture visibility of halftone patterns. Human Vision and Electronic Imaging (2001)
Edward A. Ashton, Saara M. S. Totterman, Chihiro Takahashi, José G. Tamez-Peña, Kevin J. Parker
Automated Measurement of Structures on CT and MR Imagery: A Validation Study. CBMS (2001)
Brian C. Porter, Deborah J. Rubens, John G. Strang, Jason Smith, Saara M. S. Totterman, Kevin J. Parker
3D Registration and Fusion of Ultrasound and MRI Using Major Vessels as Fiducial Markers. IEEE Trans. Medical Imaging 20 (4) (2001)
Muge Wang, Kevin J. Parker, Kevin E. Spaulding, Qing Yu, Rodney L. Miller
Perceived lightness difference with regard to spatial frequency and amplitude modulation. Human Vision and Electronic Imaging (2000)
Qing Yu, Kevin J. Parker, Kevin E. Spaulding, Rodney L. Miller
Digital multitoning with overmodulation for smooth texture transition. J. Electronic Imaging 8 (3) (1999)
Wei A. Zhu, Kevin J. Parker, Michael A. Kriss
Color Filter Arrays Based on Mutually Exclusive Blue Noise Patterns. J. Vis. Commun. Image Represent. 10 (3) (1999)
Muge Wang, Kevin J. Parker
Properties of Combined Blue Noise Patterns. ICIP (4) (1999)
Muge Wang, Kevin J. Parker
Properties of Jointly-Blue Noise Masks and Application on Color Halftoning. Color Imaging Conference (1999)
José Gerardo Tamez-Peña, Saara M. S. Totterman, Kevin J. Parker
Unsupervised statistical segmentation of multispectral volumetric MRI images. Medical Imaging: Image Processing (1999)
Qing Yu, Kevin J. Parker, Kevin E. Spaulding, Rodney L. Miller
Improved digital multitoning with overmodulation scheme. Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts (1998)
Fai Yeung, Stephen F. Levinson, Dongshan Fu, Kevin J. Parker
Feature-adaptive Motion Tracking of Ultrasound Image Sequences Using a Deformable Mesh. IEEE Trans. Medical Imaging 17 (6) (1998)
Qing Yu, Kevin J. Parker, Robert R. Buckley, R. Victor Klassen
A New Metric for Color Halftone Visibility. PICS (1998)
Qing Yu, Kevin J. Parker
Quality issues in blue noise halftoning. Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts (1998)
Fai Yeung, Stephen F. Levinson, Kevin J. Parker
Nonrigid motion estimation of ultrasound image sequences using an adaptive deformable mesh. Medical Imaging: Image Processing (1998)
Wei A. Zhu, Kevin J. Parker, Michael A. Kriss
Color filter arrays based on mutually exclusive blue noise patterns. Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts (1998)
Chang Wen Chen, Jiebo Luo, Kevin J. Parker
Image segmentation via adaptive K-mean clustering and knowledge-based morphological operations with biomedical applications. IEEE Trans. Image Process. 7 (12) (1998)
Jiebo Luo, Chang Wen Chen, Kevin J. Parker, Thomas S. Huang
A scene adaptive and signal adaptive quantization for subband image and video compression using wavelets. IEEE Trans. Circuits Syst. Video Technol. 7 (2) (1997)
Qing Yu, Kevin J. Parker
Stochastic Screen Halftoning for Electronic Imaging Devices. J. Vis. Commun. Image Represent. 8 (4) (1997)
Qing Yu, Kevin J. Parker
Adaptive color halftoning for minimum perceived error using the blue noise mask. Color Imaging: Device-Independent Color, Color Hard Copy, and Graphic Arts (1997)
Hei Tao Fung, Kevin J. Parker
Color, complex document segmentation and compression. Document Recognition (1997)
L. Gao, Kevin J. Parker, S. K. Alam, Deborah J. Rubens, Robert M. Lerner
Theory and application of sonoelasticity imaging. Int. J. Imaging Syst. Technol. 8 (1) (1997)
Lulin Chen, Chang Wen Chen, Kevin J. Parker
Adaptive feature enhancement for mammographic images with wavelet multiresolution analysis. J. Electronic Imaging 6 (4) (1997)
Chang Wen Chen, Jiebo Luo, Lulin Chen, Kevin J. Parker
Joint Scene and Signal Modeling for Wavelet-Based Video Coding with Cellular Neural Network Architecture. J. VLSI Signal Process. 17 (2-3) (1997)
Edward A. Ashton, Kevin J. Parker, Michel J. Berg, Chang Wen Chen
A Novel Volumetric Feature Extraction Technique, with Applications to MR Images. IEEE Trans. Medical Imaging 16 (4) (1997)
Qing Yu, Kevin J. Parker, Meng Yao
Color Halftoning with Blue Noise Masks. Color Imaging Conference (1996)
Jiebo Luo, Chang Wen Chen, Kevin J. Parker
Face location in wavelet-based video compression for high perceptual quality videoconferencing. IEEE Trans. Circuits Syst. Video Technol. 6 (4) (1996)
Jiebo Luo, Chang Wen Chen, Kevin J. Parker, Thomas S. Huang
Artifact reduction in low bit rate DCT-based image compression. IEEE Trans. Image Process. 5 (9) (1996)
Hei Tao Fung, Kevin J. Parker
Efficient transmission of halftones via facsimile. J. Electronic Imaging 5 (4) (1996)
Edward A. Ashton, Kevin J. Parker, Michel J. Berg, Chang Wen Chen
A novel volumetric feature extraction technique, with applications to MR images. ICIP (3) (1995)
Jiebo Luo, Chang Wen Chen, Kevin J. Parker
On the application of Gibbs random field in image processing: from segmentation to enhancement. J. Electronic Imaging 4 (2) (1995)
Hei Tao Fung, Kevin J. Parker
Design of image-adaptive quantization tables for JPEG. J. Electronic Imaging 4 (2) (1995)
Jiebo Luo, Chang Wen Chen, Kevin J. Parker, Thomas S. Huang
Adaptive quantization with spatial constraints in subband video compression using wavelets. ICIP (1995)
Jiebo Luo, Chang Wen Chen, Kevin J. Parker
Face location in wavelet-based video compression for high perceptual quality videoconferencing. ICIP (1995)
Jiebo Luo, Chang Wen Chen, Kevin J. Parker, Thomas S. Huang
Three Dimensional Subband Video Analysis and Synthesis with Adaptive Clustering in High Frequency Subbands. ICIP (3) (1994)
Jiebo Luo, Chang Wen Chen, Kevin J. Parker, Thomas S. Huang
A new method for block effect removal in low bit-rate image compression. ICASSP (5) (1994)
Chang Wen Chen, Jiebo Luo, Kevin J. Parker, Thomas S. Huang
A Knowledge-Based Approach to Volumetric Medical Image Segmentation. ICIP (3) (1994)
Edward A. Ashton, Kevin J. Parker
Multiple resolution Bayesian segmentation of ultrasound images. VBC (1994)
Meng Yao, Kevin J. Parker
Modified approach to the construction of a blue noise mask. J. Electronic Imaging 3 (1) (1994)
Jeffrey A. Small, Kevin J. Parker
Multitoning using Generalized Projections and the DCT. ICIP (2) (1994)
Edward A. Ashton, Michel J. Berg, Kevin J. Parker, Jeffrey Weisberg, Chang Wen Chen, Leena Ketonen
Segmentation and Features Extraction Techniques, with Applications to Biomedical Images. ICIP (3) (1994)
Christopher M. Miceli, Kevin J. Parker
Inverse halftoning. J. Electronic Imaging 1 (2) (1992)
Theophano Mitsa, Kevin J. Parker
Power-spectrum shaping of halftone patterns and its effect on visual appearance. ICASSP (1992)
Kevin J. Parker, Allan C. Cheung
Efficient fax transmission of halftone images. J. Electronic Imaging 1 (2) (1992)
Kevin J. Parker, Hei Tao Fung
Efficient fax transmission of halftone image sequences. J. Electronic Imaging 1 (4) (1992)
Theophano Mitsa, Kevin J. Parker
Digital halftoning using a blue noise mask. ICASSP (1991)