• 1192 Citations
  • 16 h-Index
1978 …2019
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Research Output 1978 2019

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Conference contribution
2017
3 Citations (Scopus)

Decision quality support in diagnostic breast ultrasound through artificial Intelligence

Barinov, L., Jairaj, A., Paster, L., Hulbert, W., Mammone, R. & Podilchuk, C., Feb 7 2017, 2016 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7846873. (2016 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2016 - Proceedings).

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

Mammography
Biopsy
Artificial intelligence
Screening
Ultrasonics
2016
2 Citations (Scopus)

Breast cancer triage CAD for low resource countries using low-cost ultrasound and minimally-trained operators

Love, S., Berg, W. A., Podilchuk, C., Aldrete, A. L. L., Mascareno, A. G., Jairaj, A., Barinov, L., Hulbert, W. & Mammone, R., Dec 27 2016, 2016 IEEE Healthcare Innovation Point-of-Care Technologies Conference, HI-POCT 2016. Institute of Electrical and Electronics Engineers Inc., p. 220-223 4 p. 7797736. (2016 IEEE Healthcare Innovation Point-of-Care Technologies Conference, HI-POCT 2016).

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

Triage
Breast Neoplasms
Costs and Cost Analysis
Low Vision
Developing Countries
2013
1 Citation (Scopus)

Preprocessing for improved computer aided detection in medical ultrasound

Mammone, R., Love, S., Barinov, L., Hulbert, W., Jairaj, A. & Podilchuk, C., Jan 1 2013, 2013 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2013. IEEE Computer Society, 6736776. (2013 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2013).

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

Speckle
Ultrasonics
Noise abatement
Sampling
Visualization
2 Citations (Scopus)

Speckle reduction of medical ultrasound using compressive re-sampling and instantaneous SNR

Mammone, R., Barinov, L., Jairaj, A., Hulbert, W. & Podilchuk, C., Jan 1 2013, 2013 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2013. IEEE Computer Society, 6736769. (2013 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2013).

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

Speckle
Ultrasonics
Sampling
Imaging techniques
Ultrasonography
2012
5 Citations (Scopus)

Speckle reduction using stepped-frequency continuous wave ultrasound

Podilchuk, C., Bajor, M., Stoddart, W., Barinov, L., Hulbert, W., Jairaj, A. & Mammone, R., Dec 1 2012, 2012 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2012. 6469470. (2012 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2012).

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

Speckle
Ultrasonics
Imaging techniques
Mammography
Ultrasonography
2008
3 Citations (Scopus)

Face recognition using a pictorial-edit distance

Hulbert, W., Podilchuk, C. & Mammone, R., Dec 1 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 1908-1911 4 p. 4712153. (Proceedings - International Conference on Image Processing, ICIP).

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

Face recognition
Object recognition
Access control
Lighting
Cameras
2006
13 Citations (Scopus)

Experimental analysis of sequential decision making algorithms for port of entry inspection procedures

Anand, S., Madigan, D., Mammone, R., Pathak, S. & Roberts, F., Jan 1 2006, Intelligence and Security Informatics - IEEE International Conference on Intelligence and Security Informatics, ISI 2006, Proceedings. Springer Verlag, p. 319-330 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3975 LNCS).

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

Experimental Analysis
Inspection
Decision making
Decision Making
Decision trees
2001
2 Citations (Scopus)

Improvement of non-negative matrix factorization based language model using exponential models

Novak, M. & Mammone, R., Jan 1 2001, 2001 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2001 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 190-193 4 p. 1034619. (2001 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2001 - Conference Proceedings).

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

Factorization
Information retrieval
Speech recognition
Semantics
1998
16 Citations (Scopus)

An analysis of data fusion methods for speaker verification

Farrell, K. R., Ramachandran, R. P. & Mammone, R. J., Dec 1 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 1998. p. 1129-1132 4 p. 675468. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2).

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

Data fusion
Hidden Markov models
23 Citations (Scopus)

Non-parametric estimation and correction of non-linear distortion in speech systems

Balchandran, R. & Mammone, R., Dec 1 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 1998. p. 749-752 4 p. 675373. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2).

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

Nonlinear distortion
Restoration
Testing
1996
1 Citation (Scopus)

High-numerical-aperture reflecting microscope

Mammone, R. & Zhang, X., Jan 1 1996, Proceedings of SPIE - The International Society for Optical Engineering. Cogswell, C. J., Kino, G. S. & Wilson, T. (eds.). Vol. 2655. p. 148-152 5 p.

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

numerical aperture
Charge coupled devices
Microscope
charge coupled devices
Mirror
1994

Algebraic learning for language acquisition

Farrell, K. R., Mammone, R. J. & Gorin, A., Dec 1 1994, Proceedings of SPIE - The International Society for Optical Engineering. Flanagan, J. L., Mammone, R. J., Brandenstein, A. E., Pike, E. R., Thomopoulos, S. C. A. & et al, A. (eds.). Publ by Society of Photo-Optical Instrumentation Engineers, p. 32-43 12 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2093).

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

learning
acquisition
Managers
Experiments

Feature extraction for x-ray diffraction-based explosive detection using the neural tree network

Garcia, A., Sivaprasad, S., Wilder, J. & Mammone, R., Dec 1 1994, Proceedings of SPIE - The International Society for Optical Engineering. Flanagan, J. L., Mammone, R. J., Brandenstein, A. E., Pike, E. R., Thomopoulos, S. C. A. & et al, A. (eds.). Publ by Society of Photo-Optical Instrumentation Engineers, p. 130-136 7 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2093).

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

Explosives detection
explosives detection
pattern recognition
Feature extraction
x ray diffraction

Neural tree network for speech segmentation into subword acoustic units

Sharma, M. & Mammone, R., Dec 1 1994, Proceedings of SPIE - The International Society for Optical Engineering. Flanagan, J. L., Mammone, R. J., Brandenstein, A. E., Pike, E. R., Thomopoulos, S. C. A. & et al, A. (eds.). Publ by Society of Photo-Optical Instrumentation Engineers, p. 2-7 6 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2093).

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

Subword
Tree Networks
Acoustics
Segmentation
Neural Networks

Neural tree network method for image segmentation

Samaddar, S. & Mammone, R. J., Dec 1 1994, Proceedings of SPIE - The International Society for Optical Engineering. Flanagan, J. L., Mammone, R. J., Brandenstein, A. E., Pike, E. R., Thomopoulos, S. C. A. & et al, A. (eds.). Publ by Society of Photo-Optical Instrumentation Engineers, p. 66-77 12 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2093).

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

Image segmentation
Pixels
luminaires
confidence
filaments

Relabeling exchange method (REM) for learning in neural networks

Wu, W. & Mammone, R., Dec 1 1994, Proceedings of SPIE - The International Society for Optical Engineering. Flanagan, J. L., Mammone, R. J., Brandenstein, A. E., Pike, E. R., Thomopoulos, S. C. A. & et al, A. (eds.). Publ by Society of Photo-Optical Instrumentation Engineers, p. 254-263 10 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2093).

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

learning
Labels
Neural networks
education
Heuristic algorithms

Speaker recognition using the neural tree network

Farrell, K. R., Assaleh, K. T. & Mammone, R., Dec 1 1994, Proceedings of SPIE - The International Society for Optical Engineering. Flanagan, J. L., Mammone, R. J., Brandenstein, A. E., Pike, E. R., Thomopoulos, S. C. A. & et al, A. (eds.). Publ by Society of Photo-Optical Instrumentation Engineers, p. 20-31 12 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2093).

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

classifiers
Classifiers
evaluation
1993
3 Citations (Scopus)

Adaptive language acquisition using incremental learning

Farrell, K., Mammone, R. & Gorin, A. L., Jan 1 1993, Plenary, Special, Audio, Underwater Acoustics, VLSI, Neural Networks. Publ by IEEE, Vol. 1.

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

linear equations
Linear equations
learning
acquisition
sentences
13 Citations (Scopus)

Modulation classification using a neural tree network

Farrell, K. R. & Mammone, R., Dec 1 1993, Proceedings - IEEE Military Communications Conference. Anon (ed.). Publ by IEEE, p. 1028-1032 5 p. (Proceedings - IEEE Military Communications Conference; vol. 3).

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

Classifiers
Modulation
Decision trees
Binary phase shift keying
Frequency shift keying
6 Citations (Scopus)

New speech enhancement techniques using the pitch mode modulation model

Ramalho, M. A. & Mammone, R. J., Dec 1 1993, Midwest Symposium on Circuits and Systems. Publ by IEEE, p. 1531-1534 4 p. (Midwest Symposium on Circuits and Systems; vol. 2).

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

Speech enhancement
Modulation
Identification (control systems)
Speech recognition
Testing
4 Citations (Scopus)

Speech recognition using the modulation model

Assaleh, K. T., Mammone, R., Rahim, M. G. & Flanagan, J. L., Jan 1 1993, Speech Processing. Publ by IEEE, Vol. 2.

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

speech recognition
Speech recognition
Modulation
modulation
Aging of materials
1992
34 Citations (Scopus)

A new method of modulation classification for digitally modulated signals

Assaleh, K., Farrell, K. & Mammone, R. J., Jan 1 1992, Military Communications Conference, MILCOM 1992. Institute of Electrical and Electronics Engineers Inc., p. 712-716 5 p. 244137. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 1992-October).

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

Modulation
Bandwidth
Spectrum analysis
Polynomials
Derivatives
2 Citations (Scopus)

Application of the modulation model to speech recognition

Fineberg, A. B., Mammone, R. J. & Flanagan, J. L., Jan 1 1992, ICASSP 1992 - 1992 International Conference on Acoustics, Speech, and Signal Processing. Institute of Electrical and Electronics Engineers Inc., p. 541-544 4 p. 225851. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 1).

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

Speech recognition
Modulation
Probability density function
Bandwidth

A vector space approach to adaptive beamforming

Farrell, K. & Mammone, R. J., Jan 1 1992, Military Communications Conference, MILCOM 1992. Institute of Electrical and Electronics Engineers Inc., p. 691-695 5 p. 244141. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 1992-October).

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

Vector spaces
Beamforming
Linear systems
Computer simulation
11 Citations (Scopus)

Beamforming microphone arrays for speech enhancement

Farrell, K., Mammone, R. J. & Flanagan, J. L., Jan 1 1992, ICASSP 1992 - 1992 International Conference on Acoustics, Speech, and Signal Processing. Institute of Electrical and Electronics Engineers Inc., p. 285-288 4 p. 225915. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 1).

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

Speech enhancement
Microphones
Beamforming
Interference suppression
Reverberation

Fixed reference shift keying modulation for mobile radio transmission in a fading channel environment

Freeman, B. D. & Mammone, R. J., Jan 1 1992, Military Communications Conference, MILCOM 1992. Institute of Electrical and Electronics Engineers Inc., p. 707-711 5 p. 244138. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 1992-October).

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

Radio transmission
Fading channels
Modulation
Phase measurement
Demodulation
17 Citations (Scopus)

Optimal pruning of neural tree networks for improved generalization

Sankar, A. & Mammone, R. J., Jan 1 1992, Proceedings. IJCNN - International Joint Conference on Neural Networks. Anon (ed.). Publ by IEEE, p. 219-224 6 p.

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

Learning algorithms
8 Citations (Scopus)

Speaker independent vowel recognition using neural tree networks

Sankar, A. & Mammone, R. J., Jan 1 1992, Proceedings. IJCNN - International Joint Conference on Neural Networks. Anon (ed.). Publ by IEEE, p. 809-814 6 p. (Proceedings. IJCNN - International Joint Conference on Neural Networks).

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

Multilayer neural networks
Backpropagation
Neurons
Decision trees
Network architecture
2 Citations (Scopus)

Spectraloral decomposition of multicomponent signals

Assaleh, K. T. & Mammone, R. J., Jan 1 1992, 1992 IEEE 6th SP Workshop on Statistical Signal and Array Processing, SSAP 1992 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 206-209 4 p. 246813. (1992 IEEE 6th SP Workshop on Statistical Signal and Array Processing, SSAP 1992 - Conference Proceedings).

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

Adaptive Filter
Filter Banks
Speech Signal
Filter banks
Adaptive filters
1991

Adaptive projection technique for CT images refinement

Kuo, S. S. & Mammone, R., Dec 1 1991, Proceedings of SPIE - The International Society for Optical Engineering. pt 2 ed. Publ by Int Soc for Optical Engineering, Vol. 1606. p. 641-652 12 p.

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

Image reconstruction
projection
Computer simulation
image reconstruction
smoothing
2 Citations (Scopus)

An adaptive technique for high resolution time-varying spectral estimation

Fineberg, A. B. & Mammone, R. J., Dec 1 1991, Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing. Publ by IEEE, Vol. 5. p. 3185-3188 4 p.

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

Decomposition
Frequency hopping
Additive noise
high resolution
Demodulation
3 Citations (Scopus)

Combining neural networks and decision trees

Sankar, A. & Mammone, R. J., Jan 1 1991, Proceedings of SPIE - The International Society for Optical Engineering. pt 1 ed. Publ by Int Soc for Optical Engineering, p. 374-383 10 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 1469, no. pt 1).

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

Decision trees
Neural networks
Neurons
learning
Backpropagation algorithms

Image restoration and identification using the EM and adaptive RAP algorithms

Kuo, S. S. & Mammone, R. J., Dec 1 1991, Proceedings of SPIE - The International Society for Optical Engineering. pt 1 ed. Publ by Int Soc for Optical Engineering, p. 419-430 12 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 1606, no. pt 1).

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

Optical transfer function
point spread functions
Image reconstruction
restoration
projection

Improving learning rate of Neural Tree Networks using thermal perceptrons

Sankar, A. & Mammone, R. J., Dec 1 1991, Neural Networks for Signal Processing. Publ by IEEE, p. 90-100 11 p. (Neural Networks for Signal Processing).

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

Decision trees
Neural networks
Learning algorithms
Multilayer neural networks
Hot Temperature
1 Citation (Scopus)

Refinement of EM restored images using adaptive POCS

Kuo, S. S. & Mammone, R. J., Dec 1 1991, Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing. Anon (ed.). Publ by IEEE, Vol. 4. p. 2925-2928 4 p.

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

Optical transfer function
point spread functions
projection
Image reconstruction
restoration
1990
2 Citations (Scopus)

Depth restoration from defocused images using simulated annealing

Prasad, K. V. & Mammone, R., Dec 1 1990, Proceedings - International Conference on Pattern Recognition. Publ by IEEE, p. 227-229 3 p. (Proceedings - International Conference on Pattern Recognition; vol. 1).

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

Simulated annealing
Restoration
Recovery
Constrained optimization
Image reconstruction

Resolution enhancement of reconstructed images by using image restoration techniques

Kuo, S., Mammone, R., Doherty, J. & Podilchuk, C., Dec 1 1990, Biomedical Engineering Perspectives: Health Care Technologies for the 1990's and Beyond. pt 1 ed. Publ by IEEE, p. 364-365 2 p.

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

Image reconstruction