• 1248 Citations
  • 16 h-Index
1978 …2019

Research output per year

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2019

On-Demand Teleradiology Using Smartphone Photographs as Proxies for DICOM Images

Pachhai, S., Warfsman, R., Podilchuk, C. & Mammone, R., Dec 2019, 2019 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9037849. (2019 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2019 - Proceedings).

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

2017

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

4 Scopus citations
2016

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

2 Scopus citations
2013

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

1 Scopus citations

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

2 Scopus citations
2012

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

5 Scopus citations
2008

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

3 Scopus citations
2006

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

13 Scopus citations
2001

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

3 Scopus citations
1998

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

16 Scopus citations

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

23 Scopus citations
1996

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

1 Scopus citations
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

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

Garcia, A., Sivaprasad, S., Wilder, J. & 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. 130-136 7 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2093).

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

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

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

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

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

1993

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

3 Scopus citations

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

14 Scopus citations

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

6 Scopus citations

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

6 Scopus citations
1992

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

37 Scopus citations

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

2 Scopus citations

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

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

12 Scopus citations

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

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

17 Scopus citations

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

8 Scopus citations

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

2 Scopus citations
1991

Adaptive projection technique for CT images refinement

Kuo, S. S. & Mammone, R. J., Dec 1 1991, Proceedings of SPIE - The International Society for Optical Engineering. pt 2 ed. Publ by Int Soc for Optical Engineering, p. 641-652 12 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 1606, no. pt 2).

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

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

2 Scopus citations

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

3 Scopus citations

Image restoration and identification using the EM and adaptive RAP algorithms

Kuo, S. S. & 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. 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

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

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

1 Scopus citations
1990

Depth restoration from defocused images using simulated annealing

Prasad, K. V. & Mammone, R. J., 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

2 Scopus citations

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