MASCARENHAS, N.D.A.; PRATT, W.K. "Digital Image Restoration Under a Regression Model"  IEEE Transactions on Circuits and Systems, Vol. CAS-22, no. 3, março de 1975, pp. 252-266.

MASCARENHAS, N.D.A.; PRADO, L.O.C. "A Bayesian Approach to Edge Detection in Images". IEEE Transactions on Automatic Control, Vol. AC-25, no. 1, fevereiro de 1980, pp. 36-43. (INPE-1206-PRE/117).

MASCARENHAS, N.D.A.; FERNANDES, L.F.V. "New Methods for Picture Reconstruction: Recursive and Causal Techniques". IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. PAMI-2, no. 4, julho de 1980, pp. 369-376.

DUTRA, L.V.; MASCARENHAS, N.D.A. "Some Experiments with Spatial Feature Extraction in Multispectral Classification", International Journal of Remote Sensing, Vol. 5, no. 2, março-abril 1984, pp. 303-313 (INPE-2443-PRE/144).

PEREIRA, J.A.G.; MASCARENHAS, N.D.A. "Digital Image Registration by Sequential Analysis", Computers and Graphics, Vol. 8, no. 3, 1984, pp. 247-253 (INPE-2940-PRE/429).

MASCARENHAS, N.D.A.; ERTHAL, G.J.  "Image Registration by Sequential Tests of Hypotheses: The Relationship Between Gaussian and Binomial Models", Computers & Graphics, vol 16, no3, 1992, pp. 259-264.

Furuie, S.S.; Mascarenhas, N.D.A. "Tomographic Reconstruction of Images with Poisson Noise: Projection Estimation", Automedica, vol.15, nº2, 1992, pp. 133-140.

FONSECA, L.M.G.; PRASAD, S.S.D.; MASCARENHAS, N.D.A. "Combined Interpolation-Restoration of Landsat Images Through FIR Filter Design Techniques", International Journal of Remote Sensing, Vol. 14, No. 13, pp. 2547-2561, 1993.

MASCARENHAS, N.D.A.; FURUIE, S.S.; PORTAL, A.L.S. " Global Projection Estimation Methods for the Tomographic Reconstruction of Images with Poisson Noise, IEEE Transactions on Nuclear Science, vol. 40, nº 6, Part II, December 1993, pp. 2008-2013.

MASCARENHAS, N.D.A.; BANON, G.J.F.; CANDEIAS, A.L.B., “Multispectral Image Data Fusion Under a Bayesian Approach”, International Journal of Remote Sensing, vol. 17, No. 8, maio 1996, pp. 1457-1471.

FRERY, A. C.; SANT’ANNA, S. J. S.; MASCARENHAS, N. D. A.; BUSTOS, O. H., “Robust Inference Techniques for Speckle Noise Reduction in 1-Look Amplitude SAR Images”,Applied Signal Processing, Vol. 4, 1997, pp. 61-76.

MASCARENHAS, N.D.A.; SANTOS, C.A.N.; CRUVINEL, P.E., “Transmission Tomography under Poisson Noise Using the Anscombe Transformation and Wiener Filtering of the Projections”, Nuclear Instruments and Methods in Physics Research, Section A, vol. 423, 1999, pp. 265-271.

AGUIAR, A.P.D.; MASCARENHAS, N.D.A.; SHIMABUKURO, Y.E.,”Use of Synthetic Bands Derived from Mixing Models in the Multispectral Classification of Remote Sensing Images”,  International Journal of Remote Sensing, Vol. 20, 1999, pp. 647-657.

ROSA, R.R.; SAWANT, H.S.; CECATTO, J.R.; RODRIGUES NETO, C.; LOPES, V.C.A.; SUBRAMANIAN, K.R.; FERNANDES, F.C.R.; SAITO, J.H.; MORON, C.E.; MUCHERONI, M.L.; FURUYA, N.; MASCARENHAS, N., “Phenomenological Dynamics of Coronal Loops Using a Neural Network Approach”, Adv. Space Res., Vol. 25, No. 9, pp. 1917-1921, 2000.

HOMEM, M.R.P.; MASCARENHAS, N.D.A., CRUVINEL, P.E., “The Linear Attenuation Coefficients as Features of Multiple Energy CT Image Classification”,  Nuclear Instruments and Methods in Physics Research, Section A, vol. 452, 2000, pp. 351-360.

HOMEM, M.R.P.; MASCARENHAS, N.D.A.; COSTA, L.F.; PREZA, C,  “Biological Image Restoration in Optical-Sectioning Microscopy Using Prototype Image Constraints”, Real-Time Imaging, Vol. 8, pp.475-490, 2002.  

MEDEIROS, F.N.S., MASCARENHAS, N.D.A., COSTA,L.F.,”Evaluation of Speckle Noise MAP Filtering Algorithms Applied to SAR Images”, International Journal of Remote Sensing,Vol.24, No. 24, December 2003, pp. 5197-5218

MASCARENHAS, N.D.A., SAWANT, H.S., MORON, C.E., ROSA, R.R., SAITO, J.H., GUARDIA, H.C., FARIA, L.N., “Solar Image Processing in Parallel Environment”, Revista Brasileira de Sistemas de Informação (RESI), vol. III, fascículo 1, pp. 1-12, 2004, hipertexto

MORON,C.E.; FARIA, L.N.; MASCARENHAS, N.D.A.; SAITO, J.H.; ROSA, R.R.; SAWANT, H.S., “Visual Environment for High Performance Real-Time 3D Reconstruction”, ACM SIGBED Review, Special Issue on High Performance, Fault Adaptive, Large Scale Embedded Real-Time Systems, July 2005, Vol. 2, No. 3, pp. 30-35

AGUENA, M. L. S.; MASCARENHAS, N. D. A., “Multispectral Data Image Fusion Using POCS and Super-Resolution”, Computer Vision and Image Understanding,Vol. 102, Issue 2, May 2006, pp. 178-187

FARIA, L. F. ;MASCARENHAS, N. D. A.; MORÓN, C. E.; SAITO, J. H.; ROSA, R. R. ; SAWANT, H. S. “A Parallel Application for 3D Reconstruction of Coronal Loops using Image Morphing”,Image and Vision Computing Volume 25, Issue 1 , January 2007, Pages 95-102

SAWANT, H.S., RAMESH, R., CECATTO, J.R., FARIA,C.FERNANDES, F.C.R.,ROSA, R.R., ANDRADE, M.C.STEPHANY, S., CIVIDANES, L.B.T., MIRANDA, C.A.I, BOTTI, L.C.L., BOAS, J.W.S.VILLAS, SAITO, J.H. MORON, C.E., MASCARENHAS, N.D.A.,”Brazilian Decimetric Array (Phase I), volume 242, pp. 213-220, 2007.

PAPA, J.P.; MASCARENHAS,N.D.A.; FONSECA, L.M.G.; BENSEBAA, K., “Convex Restriction Sets for CBERS-2 Satellite Image Restoration”,International Journal of Remote Sensing, Volume 29, No.2, pp. 443-45, January 2008

LEVADA, A.L.M., MASCARENHAS, N.D.A., TANNÚS, A.. “Pseudolikelihood Equations for Potts MRF ModelParameters Estimation on Higher Order Neighborhood Systems”, IEEE Geoscience and Remote Sensing Lettters, Vol. 5, No. 3, July 2008, pp. 522-526.