• 2522 Citations
  • 20 h-Index
1987 …2020

Research output per year

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Research Output

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Conference contribution
2020

Combined Detection and Segmentation of Cell Nuclei in Microscopy Images Using Deep Learning

Ram, S., Nguyen, V. T., Limesand, K. H. & Rodriguez, J. J., Mar 2020, 2020 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 26-29 4 p. 9094614. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2020-March).

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

Deep Learning Classification of Chest X-Ray Images

Majdi, M. S., Salman, K. N., Morris, M. F., Merchant, N. C. & Rodriguez, J. J., Mar 2020, 2020 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 116-119 4 p. 9094612. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2020-March).

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

2018

A ground-truth fusion method for image segmentation evaluation

Malladi, S. R. S. P., Ram, S. & Rodriguez, J. J., Sep 21 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 137-140 4 p. 8470317

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

1 Scopus citations

Classification of primary cilia in microscopy images using convolutional neural random forests

Ram, S., Majdi, M. S., Rodriguez, J. J., Gao, Y. & Brooks, H. L., Sep 21 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 89-92 4 p. 8470320. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2018-April).

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

1 Scopus citations

Drive-net: Convolutional network for driver distraction detection

Majdi, M. S., Ram, S., Gill, J. T. & Rodriguez, J. J., Sep 21 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 69-72 4 p. 8470309. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2018-April).

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

4 Scopus citations

Performance of supervised classifiers for damage scoring of zebrafish neuromasts

Philip, R. C., Malladi, S. R. S. P., Niihori, M., Jacob, A. & Rodriguez, J. J., Sep 21 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 113-116 4 p. 8470377

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

2016

A performance comparison of automatic detection schemes in wide-area aerial imagery

Gao, X., Ram, S. & Rodriguez, J. J., Apr 25 2016, 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 125-128 4 p. 7459191. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2016-April).

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

4 Scopus citations

Image super-resolution using graph regularized block sparse representation

Ram, S. & Rodriguez, J. J., Apr 25 2016, 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-April. p. 69-72 4 p. 7459177

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

4 Scopus citations

Vehicle detection in aerial images using multiscale structure enhancement and symmetry

Ram, S. & Rodriguez, J. J., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 3817-3821 5 p. 7533074

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

10 Scopus citations
2015

Direct superresolution technique for solving a miniature multi-shift imaging system

Salahieh, B., Rodriguez, J. J. & Liang, R., 2015, Adaptive Optics: Analysis, Methods and Systems, AO 2015. Optical Society of America (OSA), p. 289 1 p.

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

2014

A comparison of tracking algorithm performance for objects in wide area imagery

Philip, R. C., Ram, S., Gao, X. & Rodríguez, J. J., Jan 1 2014, 2014 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 109-112 4 p. 6806041. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

6 Scopus citations

Single image super-resolution using dictionary-based local regression

Ram, S. & Rodríguez, J. J., Jan 1 2014, 2014 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 121-124 4 p. 6806044. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

9 Scopus citations

Superpixels using morphology for rock image segmentation

Malladi, S. R. S. P., Ram, S. & Rodríguez, J. J., Jan 1 2014, 2014 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 145-148 4 p. 6806050. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

5 Scopus citations
2013

Automated segmentation of breast fat-water MR images using empirical analysis

Rosado-Toro, J. A., Barr, T., Galons, J. P., Marron, M. T., Stopeck, A., Thomson, C., Altbach, M. I. & Rodriguez, J. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 1018-1022 5 p. 6637803. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

1 Scopus citations

Random walker watersheds: A new image segmentation approach

Ram, S. & Rodriguez, J. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 1473-1477 5 p. 6637896. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

7 Scopus citations

Symmetry-based detection of nuclei in microscopy images

Ram, S. & Rodriguez, J. J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 1128-1132 5 p. 6637826. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

6 Scopus citations
2012

A maximum-likelihood approach for ADC estimation of lesions in visceral organs

Jha, A. K. & Rodríguez, J. J., Jul 2 2012, 2012 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2012, Proceedings. p. 21-24 4 p. 6202443. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

5 Scopus citations

Cell splitting using dynamic programming

Rosado-Toro, J. A. & Rodriguez, J. J., Jul 2 2012, 2012 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2012, Proceedings. p. 33-36 4 p. 6202446. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

2 Scopus citations

Forecasting solar power intermittency using ground-based cloud imaging

Jayadevan, V. T., Rodriguez, J. J., Lonij, V. P. A. & Cronin, A. D., Dec 31 2012, World Renewable Energy Forum, WREF 2012, Including World Renewable Energy Congress XII and Colorado Renewable Energy Society (CRES) Annual Conference. p. 2100-2106 7 p. (World Renewable Energy Forum, WREF 2012, Including World Renewable Energy Congress XII and Colorado Renewable Energy Society (CRES) Annual Conferen; vol. 3).

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

10 Scopus citations

Forecasts of PV power output using power measurements of 80 residential PV installs

Lonij, V. P. A., Jayadevan, V. T., Brooks, A. E., Rodriguez, J. J., Koch, K., Leuthold, M. & Cronin, A. D., Nov 26 2012, Program - 38th IEEE Photovoltaic Specialists Conference, PVSC 2012. p. 3300-3305 6 p. 6318280. (Conference Record of the IEEE Photovoltaic Specialists Conference).

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

21 Scopus citations

Size-invariant cell nucleus segmentation in 3-D microscopy

Ram, S., Rodríguez, J. J. & Bosco, G., Jul 2 2012, 2012 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2012, Proceedings. p. 37-40 4 p. 6202447. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

9 Scopus citations
2010

A clustering algorithm for liver lesion segmentation of diffusion-weighted MR images

Jha, A. K., Rodríguez, J. J., Stephen, R. M. & Stopeck, A. T., Jul 26 2010, 2010 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2010 - Proceedings. p. 93-96 4 p. 5483911. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

16 Scopus citations

ADC estimation in multi-scan DWMRI

Jha, A. K., Kupinski, M. A., Rodríguez, J. J., Stephen, R. M. & Stopeck, A. T., Dec 1 2010, Digital Image Processing and Analysis, DIPA 2010. (Optics InfoBase Conference Papers).

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

ADC estimation of lesions in diffusion-weighted MR images: A maximum-likelihood approach

Jha, A. K., Kupinski, M. A., Rodríguez, J. J., Stephen, R. M. & Stopeck, A. T., Jul 26 2010, 2010 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2010 - Proceedings. p. 209-212 4 p. 5483880. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

4 Scopus citations

Evaluating segmentation algorithms for diffusion-weighted MR images: A task-based approach

Jha, A. K., Kupinski, M. A., Rodríguez, J. J., Stephen, R. M. & Stopeck, A. T., Dec 1 2010, Medical Imaging 2010: Image Perception, Observer Performance, and Technology Assessment. 76270L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7627).

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

8 Scopus citations

Segmentation and classification of 3-D spots in FISH images

Ram, S., Rodriguez, J. J. & Bosco, G., Jul 26 2010, 2010 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2010 - Proceedings. p. 101-104 4 p. 5483909. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

2 Scopus citations
2009

Content-adaptive macroblock partitioning scheme for error concealment of H.264/AVC coded video

Chapaneri, S. V. & Rodriguez, J. J., Jan 1 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 917-920 4 p. 5414046. (Proceedings - International Conference on Image Processing, ICIP).

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

2 Scopus citations

Low complexity error concealment scheme for intra-frames in H.264/AVC

Chapaneri, S. V. & Rodriguez, J. J., Jan 1 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 925-928 4 p. 5414034. (Proceedings - International Conference on Image Processing, ICIP).

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

5 Scopus citations
2008

An integrated technique for volume estimation of spots IN 3-D human cell cultures: Watersnakes

Rajagopalan, N., Rodríguez, J. J. & Dixon, K., Dec 1 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 3004-3007 4 p. 4712427. (Proceedings - International Conference on Image Processing, ICIP).

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

Automated 3-D segmentation of internal hemoglobin in TEM images

Seepuri, S., Rodríguez, J. J. & Elliott, D. A., Dec 1 2008, 2008 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2008 - Proceedings. p. 117-120 4 p. 4512299. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation).

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

Effect of gray-level re-quantization on co-occurrence based texture analysis

Patel, M. B., Rodriguez, J. J. & Gmitro, A. F., Dec 1 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 585-588 4 p. 4711822. (Proceedings - International Conference on Image Processing, ICIP).

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

4 Scopus citations

Image classification based on focus

Patel, M. B., Rodriguez, J. J. & Gmitro, A. F., Dec 1 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 397-400 4 p. 4711775. (Proceedings - International Conference on Image Processing, ICIP).

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

1 Scopus citations

Seed pruning using a multi-resolution approach for automated segmentation of breast cancer tissue

Philip, R. C., Rodriguez, J. J. & Gillies, R. J., Dec 1 2008, 2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings. p. 1436-1439 4 p. 4712035. (Proceedings - International Conference on Image Processing, ICIP).

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

2007

Statistical decision theory and adaptive optics: A rigorous approach to exoplanet detection

Caucci, L., Barrett, H. H., Devaney, N. & Rodríguez, J. J., Jan 1 2007, Adaptive Optics: Methods, Analysis and Applications, AO 2007. Optical Society of America, (Optics InfoBase Conference Papers).

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

1 Scopus citations
2006

An adaptive jitter buffer play-out scheme to improve VoIP quality in wireless networks

McNeill, K. M., Liu, M. & Rodriguez, J. J., Jan 1 2006, Military Communications Conference 2006, MILCOM 2006. Institute of Electrical and Electronics Engineers Inc., 4086498. (Proceedings - IEEE Military Communications Conference MILCOM).

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

13 Scopus citations

Enhanced level-set approach to segmentation of 3-D heterogeneous lesions from dynamic contrast-enhanced MR images

Rajguru, N. S., Rodríguez, J. J., Raghunand, N. & Gillies, R. J., Nov 21 2006, 7th IEEE Southwest Symposium on Image Analysis and Interpretation. p. 71-75 5 p. 1633724. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2006).

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

1 Scopus citations

Equalized-spectrum watermarking using perceptual modeling

Shetty, N. K. & Rodriguez, J. J., Nov 21 2006, 7th IEEE Southwest Symposium on Image Analysis and Interpretation. p. 1-5 5 p. 1633710. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2006).

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

Texture analysis for automated classification of geologic structures

Shankar, V., Rodriguez, J. J. & Gettings, M. E., Nov 21 2006, 7th IEEE Southwest Symposium on Image Analysis and Interpretation. p. 81-85 5 p. 1633727. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2006).

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

7 Scopus citations
2005

Analysis of confocal microendoscope images for automatic detection of ovarian cancer

Srivastava, S., Rodríguez, J. J., Rouse, A. R., Brewer, M. A. & Gmitro, A. F., Dec 1 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. p. 1113-1116 4 p. 1529950. (Proceedings - International Conference on Image Processing, ICIP; vol. 1).

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

5 Scopus citations
2004

Prediction-error based reversible watermarking

Thod, D. M. & Rodríguez, J. J., Dec 1 2004, 2004 International Conference on Image Processing, ICIP 2004. p. 1549-1552 4 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

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

153 Scopus citations
2002

Feature analysis using millimeter-wave real beam and Doppler beam sharpening techniques

Cassabaum, M. L., Rodríguez, J. J., Riddle, J. G. & Waagen, D. E., Jan 1 2002, Proceedings - 5th IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2002. Institute of Electrical and Electronics Engineers Inc., p. 101-105 5 p. 999898. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2002-January).

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

2 Scopus citations
2001

Mixed signal design watermarking for IP protection

Newbould, R. D., Irby, D. L., Carothers, J. D., Rodriguez, J. J. & Holman, W. T., Jan 1 2001, 2001 Southwest Symposium on Mixed-Signal Design, SSMSD 2001. Institute of Electrical and Electronics Engineers Inc., p. 110-115 6 p. 914948. (2001 Southwest Symposium on Mixed-Signal Design, SSMSD 2001).

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

7 Scopus citations

Placement watermarking of standard-cell designs

Irby, D. L., Newbould, R. D., Carothers, J. D., Rodriguez, J. J. & Holman, W. T., Jan 1 2001, 2001 Southwest Symposium on Mixed-Signal Design, SSMSD 2001. Institute of Electrical and Electronics Engineers Inc., p. 116-120 5 p. 914949. (2001 Southwest Symposium on Mixed-Signal Design, SSMSD 2001).

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

6 Scopus citations

Watermarking of standard-cell feedthroughs in mixed-signal design

Irby, D. L., Newbould, R. D., Carothers, J. D., Rodriguez, J. J. & Holman, W. T., Jan 1 2001, 2001 Southwest Symposium on Mixed-Signal Design, SSMSD 2001. Institute of Electrical and Electronics Engineers Inc., p. 121-125 5 p. 914950. (2001 Southwest Symposium on Mixed-Signal Design, SSMSD 2001).

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

3 Scopus citations
2000

Efficient indexing of multi-color sets for content-based image retrieval

Mlsna, P. A. & Rodriguez, J. J., Jan 1 2000, Proceedings - 4th IEEE Southwest Symposium on Image Analysis and Interpretation. Institute of Electrical and Electronics Engineers Inc., p. 116-120 5 p. 839583. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2000-January).

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

7 Scopus citations

Improved watermark robustness via spectrum equalization

Liang, T. S. & Rodríguez, J. J., Jan 1 2000, Image and Multidimensional Signal ProcessingMultimedia Signal Processing. Institute of Electrical and Electronics Engineers Inc., p. 1951-1954 4 p. 859212. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 4).

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

5 Scopus citations

Robust image watermarking using inversely proportional embedding

Liang, T. S. & Rodriguez, J. J., Jan 1 2000, Proceedings - 4th IEEE Southwest Symposium on Image Analysis and Interpretation. Institute of Electrical and Electronics Engineers Inc., p. 182-186 5 p. 839596. (Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation; vol. 2000-January).

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

4 Scopus citations
1996

Saturation clipping in the LHS and YIQ color spaces

Yang, C. C. & Rodriguez, J. J., Jan 1 1996, Proceedings of SPIE - The International Society for Optical Engineering. Bares, J. (ed.). p. 297-307 11 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2658).

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

13 Scopus citations
1994

Enhancement of multispectral images using histogram explosion

Mlsna, P. A. & Rodriguez, J. J., Dec 1 1994, Proceedings of SPIE - The International Society for Optical Engineering. Tescher, A. G. (ed.). Society of Photo-Optical Instrumentation Engineers, p. 132-142 11 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2298).

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

2 Scopus citations

Segmentation of multidimensional magnetic resonance (MR) images using a fuzzy neural network

Ma, J. C. & Rodriguez, J. J., Dec 1 1994, Proceedings of SPIE - The International Society for Optical Engineering. Tescher, A. G. (ed.). Society of Photo-Optical Instrumentation Engineers, p. 636-643 8 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2298).

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