Reproducible material

This page gives an overview of publications for which code and/or data are available. As our main focus is on signal and image processing, that is also the type of content to expect here. We will only add journals that are focused on these topics, in order to limit the scope of this list. Please feel free to e-mail any additions or corrections you may have. We would be happy to add them.

Note also the following topical pages:

Journal Papers

IEEE Transactions on Image Processing

2012

M. Mignotte, An energy based model for the image edge histogram specification problem, IEEE Transactions on Image Processing, Vol. 21, Nr. 1, pp. 379-386, 2012. [ full text | code | data]

2010

M. Mignotte, A label field fusion Bayesian model and its penalized maximum Rand estimator for image segmentation, IEEE Transactions on Image Processing, Vol. 19, Nr. 6, pp. 1610-1624, 2010. [ full text | code | data]

2008

R. Costantini, L. Sbaiz, and S. Süsstrunk, Higher Order SVD Analysis for Dynamic Texture Synthesis, IEEE Transactions on Image Processing, Vol. 17, Nr. 1, pp. 42-52, 2008. [ full text | code | data]

M. Mignotte, Segmentation by fusion of histogram-based K-means clusters in different color spaces, IEEE Transactions on Image Processing, Vol. 17, Nr. 5, pp. 780-787, 2008. [ full text | code | data]

2007

M. Mignotte, Image denoising by averaging of piecewise constant simulations of image partitions, IEEE Transactions on Image Processing, Vol. 16, Nr. 2, pp. 523-533, 2007. [ full text | code | data]

2006

L. Meylan and S. Süsstrunk, High dynamic range image rendering using a Retinex-based Adaptive filter, IEEE Transactions on Image Processing, Vol. 15, No. 9, pp. 2820-2830, 2006. [ full text | code | data]

2005

T.E. Merryman and J. Kovačević, An adaptive multirate algorithm for acquisition of fluorescence microscopy data sets, IEEE Transactions on Image Processing, special issue on Molecular and Cellular Bioimaging, Vol. 14, No. 9, pp. 1246-1253, 2005. [ full text | code | data]

2004

A. M. Alattar, Reversible watermark using the difference expansion of a generalized integer transform, IEEE Transactions on Image Processing, Vol. 13, No. 8, pp. 1147-1156, 2004. [ full text | data]

P. Bajcsy, Gridline: automatic grid alignment DNA microarray scans, IEEE Transactions on Image Processing, Vol. 13, No. 1, pp. 15-25, 2004. [ full text | code | data]

T. Blu, P. Thevenaz and M. Unser, Linear interpolation revitalized, IEEE Transactions on Image Processing, Vol. 13, No. 5, pp. 710-719, 2004. [ full text | code | data]

V. Bruni and D. Vitulano, A generalized model for scratch detection, IEEE Transactions on Image Processing, Vol. 13, No. 1, pp. 44-50, 2004. [ code | data]

P. Campisi, A. Neri, G. Panci and G. Scarano, Robust rotation-invariant texture classification using a model based approach, IEEE Transactions on Image Processing, Vol. 13, No. 6, pp. 782-791, 2004. [ data]

J. Cannons and P. Moulin, Design and statistical analysis of a hash-aided image watermarking system, IEEE Transactions on Image Processing, Vol. 13, No. 10, pp. 1393-1408, 2004. [ full text | data]

A. Criminisi, P. Perez, K. Toyama, Region filling and object removal by exemplar-based image inpainting, IEEE Transactions on Image Processing, Vol. 13, No. 9, pp. 1200-1212, 2004. [ full text | code | data]

S. C. Dass, Markov random field models for directional field and singularity extraction in fingerprint images, IEEE Transactions on Image Processing, Vol. 13, No. 10, pp. 1358-1367, 2004. [ full text | data]

Chuhong Fei, D. Kundur and R. H. Kwong, Analysis and design of watermarking algorithms for improved resistance to compression, IEEE Transactions on Image Processing, Vol. 13, No. 2, pp. 126-144, 2004. [ full text | data]

H. Farid and E. P. Simoncelli, Differentiation of discrete multidimensional signals, IEEE Transactions on Image Processing, Vol. 13, No. 4, pp. 496-508, 2004. [ full text | code]

S. Farsiu, M. D. Robinson, M. Elad and P. Milanfar, Fast and robust multiframe super resolution, IEEE Transactions on Image Processing, Vol. 13, No. 10, pp. 1327-1344, 2004. [ full text | code | data]

M. Grangetto, E. Magli and G. Olmo, Ensuring quality of service for image transmission: hybrid loss protection, IEEE Transactions on Image Processing, Vol. 13, No. 6, pp. 751-757, 2004. [ full text | data]

Shih-Ta Hsiang, J. W. Woods and J.-R. Ohm, Invertible temporal subband/wavelet filter banks with half-pixel-accurate motion compensation, IEEE Transactions on Image Processing, Vol. 13, No. 8, pp. 1018-1028, 2004. [ data]

Yong Huang and Kap Luk Chan, Texture decomposition by harmonics extraction from higher order statistics, IEEE Transactions on Image Processing, Vol. 13, No. 1, pp. 1-14, 2004. [ data 1 2 ]

L. Itti, Automatic foveation for video compression using a neurobiological model of visual attention, IEEE Transactions on Image Processing, Vol. 13, No. 10, pp. 1304-1318, 2004. [ full text | code | data]

M. Jacob, T. Blu and M. Unser, Efficient energies and algorithms for parametric snakes, IEEE Transactions on Image Processing, Vol. 13, No. 9, pp. 1231-1244, 2004. [ full text | code]

A. Jalobeanu, L. Blanc-Feraud and J. Zerubia, An adaptive Gaussian model for satellite image deblurring, IEEE Transactions on Image Processing, Vol. 13, No. 4, pp. 613-621, 2004. [ full text | data]

A. Kale, A. Sundaresan, A. N. Rajagopalan, N. P. Cuntoor, A. K. Roy-Chowdhury, V. Kruger and R. Chellappa, Identification of humans using gait, IEEE Transactions on Image Processing, Vol. 13, No. 9, pp. 1163-1173, 2004. [ full text | data]

Hae Yong Kim, Binary halftone image resolution increasing by decision tree learning, IEEE Transactions on Image Processing, Vol. 13, No. 8, pp. 1136-1146, 2004. [ full text | code | data]

Joohee Kim, R. M. Mersereau and Y. Altunbasak, A multiple-substream unequal error-protection and error-concealment algorithm for SPIHT-coded video bitstreams, IEEE Transactions on Image Processing, Vol. 13, No. 12, pp. 1547-1553, 2004. [ full text | data]

E. E. Kuruoglu and J. Zerubia, Modeling SAR images with a generalization of the Rayleigh distribution, IEEE Transactions on Image Processing, Vol. 13, No. 4, pp. 527-533, 2004. [ full text | data]

A. Kushki, P. Androutsos, K. N. Plataniotis and A. N. Venetsanopoulos, Retrieval of images from artistic repositories using a decision fusion framework, IEEE Transactions on Image Processing, Vol. 13, No. 3, pp. 277-292, 2004. [ full text | data]

A. Laha, N. R. Pal and B. Chanda, Design of vector quantizer for image compression using self-organizing feature map and surface fitting, IEEE Transactions on Image Processing, Vol. 13, No. 10, pp. 1291-1303, 2004. [ data]

J. Z. C. Lai and Yi-Ching Liaw, Fast-searching algorithm for vector quantization using projection and triangular inequality, IEEE Transactions on Image Processing, Vol. 13, No. 12, pp. 1554-1558, 2004. [ data]

A. Leontaris and P. C. Cosman, Video compression for lossy packet networks with mode switching and a dual-frame buffer, IEEE Transactions on Image Processing, Vol. 13, No. 7, pp. 885-897, 2004. [ full text | data]

Liyuan Li, Weimin Huang, Irene Yu-Hua Gu and Qi Tian, Statistical modeling of complex backgrounds for foreground object detection, IEEE Transactions on Image Processing, Vol. 13, No. 11, pp. 1459-1472, 2004. [ data]

M. Lievin and F. Luthon, Nonlinear color space and spatiotemporal MRF for hierarchical segmentation of face features in video, IEEE Transactions on Image Processing, Vol. 13, No. 1, pp. 63-71, 2004. [ full text | code | data]

H. Lu, Y. Kim and J. M. M. Anderson, Improved Poisson intensity estimation: denoising application using Poisson data, IEEE Transactions on Image Processing, Vol. 13, No. 8, pp. 1128-1135, 2004. [ data]

D. P. K. Lun, T. C. L. Chan, Tai-Chiu Hsung, D. D. Feng and Yuk-Hee Chan, Efficient blind image restoration using discrete periodic Radon transform, IEEE Transactions on Image Processing, Vol. 13, No. 2, pp. 188-200, 2004. [ full text | data]

Li Ma, Tieniu Tan, Yunhong Wang and Dexin Zhang, Efficient iris recognition by characterizing key local variations, IEEE Transactions on Image Processing, Vol. 13, No. 6, pp. 739-750, 2004. [ full text | data]

R. Marabini, C. O. S. Sorzano, S. Matej, J. J. Fernandez, J. M. Carazo and G. T. Herman, 3-D reconstruction of 2-D crystals in real space, IEEE Transactions on Image Processing, Vol. 13, No. 4, pp. 549-561, 2004. [ full text | data]

L. G. Nonato, A. C. Filho, R. Minghim, J. Batista, Morse operators for digital planar surfaces and their application to image segmentation, IEEE Transactions on Image Processing, Vol. 13, No. 2, pp. 216-227, 2004. [ data]

R. Oten and R. J. P. de Figueiredo, Adaptive alpha-trimmed mean filters under deviations from assumed noise model, IEEE Transactions on Image Processing, Vol. 13, No. 5, pp. 627-639, 2004. [ data]

Kewu Peng and J. C. Kieffer, Embedded image compression based on wavelet pixel classification and sorting, IEEE Transactions on Image Processing, Vol. 13, No. 8, pp. 1011-1017, 2004. [ data]

A. J. Pinho and A. J. R. Neves, A survey on palette reordering methods for improving the compression of color-indexed images, IEEE Transactions on Image Processing, Vol. 13, No. 11, pp. 1411-1418, 2004. [ full text | data]

E. A. Politou, G. P. Pavlidis and C. Chamzas, JPEG2000 and dissemination of cultural heritage over the Internet, IEEE Transactions on Image Processing, Vol. 13, No. 3, pp. 293-301, 2004. [ full text | data]

V. S. N. Prasad and B. Yegnanarayana, Finding axes of symmetry from potential fields, IEEE Transactions on Image Processing, Vol. 13, No. 12, pp. 1559-1566, 2004. [ full text | data 1 2 3 ]

R. R. Rakesh, P. Chaudhuri and C. A. Murthy, Thresholding in edge detection: a statistical approach, IEEE Transactions on Image Processing, Vol. 13, No. 7, pp. 927-936, 2004. [ data]

A. K. Roy-Chowdhury and R. Chellappa, An information theoretic criterion for evaluating the quality of 3-D reconstructions from video, IEEE Transactions on Image Processing, Vol. 13, No. 7, pp. 960-973, 2004. [ full text | data]

E. Saykol, A. K. Sinop, U. Gudukbay, O. Ulusoy and A. E. Cetin, Content-based retrieval of historical Ottoman documents stored as textual images, IEEE Transactions on Image Processing, Vol. 13, No. 3, pp. 314-325, 2004. [ full text | data]

G. M. Schuster, Xiaohuan Li and A. K. Katsaggelos, Shape error concealment using Hermite splines, IEEE Transactions on Image Processing, Vol. 13, No. 6, pp. 808-820, 2004. [ full text | data]

F. Y. Shih and Yi-Ta Wu, The efficient algorithms for achieving Euclidean distance transformation, IEEE Transactions on Image Processing, Vol. 13, No. 8, pp. 1078-1091, 2004. [ code]

L. D. Soares and F. Pereira, Adaptive shape and texture intra refreshment schemes for improved error resilience in object-based video coding, IEEE Transactions on Image Processing, Vol. 13, No. 5, pp. 662-676, 2004. [ data]

D. Van De Ville, T. Blu, M. Unser, W. Philips, I. Lemahieu and R. Van de Walle, Hex-splines: a novel spline family for hexagonal lattices, IEEE Transactions on Image Processing, Vol. 13, No. 6, pp. 758-772, 2004. [ full text | code | data]

P. Villegas and X. Marichal, Perceptually-weighted evaluation criteria for segmentation masks in video sequences, IEEE Transactions on Image Processing, Vol. 13, No. 8, pp. 1092-1103, 2004. [ data]

Shih-Hao Wang and Yuan-Pei Lin, Wavelet tree quantization for copyright protection watermarking, IEEE Transactions on Image Processing, Vol. 13, No. 2, pp. 154-165, 2004. [ data]

Zhou Wang, A. C. Bovik, H. R. Sheikh and E. P. Simoncelli, Image quality assessment: from error visibility to structural similarity, IEEE Transactions on Image Processing, Vol. 13, No. 4, pp. 600-612, 2004. [ full text | code | data]

Xiaolin Wu and Ning Zhang, Primary-consistent soft-decision color demosaicking for digital cameras (patent pending), IEEE Transactions on Image Processing, Vol. 13, No. 9, pp. 1263-1274, 2004. [ data]

Jiecheng Xie, Dali Zhang and Wenli Xu, Spatially adaptive wavelet denoising using the minimum description length principle, IEEE Transactions on Image Processing, Vol. 13, No. 2, pp. 179-187, 2004. [ data]

Xiaoyin Xu, E. L. Miller, Dongbin Chen and M. Sarhadi, Adaptive two-pass rank order filter to remove impulse noise in highly corrupted images, IEEE Transactions on Image Processing, Vol. 13, No. 2, pp. 188-200, 2004. [ full text | data]

H. Yousefi’zadeh, H. Jafarkhani and M. Moshfeghi, Power optimization of wireless media systems with space-time block codes, IEEE Transactions on Image Processing, Vol. 13, No. 7, pp. 873-884, 2004. [ full text | data]

Jun Zhang and Dehong Ma, Nonlinear prediction for Gaussian mixture image models, IEEE Transactions on Image Processing, Vol. 13, No. 6, pp. 836-847, 2004. [ data]

Jie Zhou and Jinwei Gu, A model-based method for the computation of fingerprints’ orientation field, IEEE Transactions on Image Processing, Vol. 13, No. 6, pp. 821-835, 2004. [ full text | data 1,2 ]

S. K. Zhou, R. Chellappa and B. Moghaddam, Visual tracking and recognition using appearance-adaptive models in particle filters, IEEE Transactions on Image Processing, Vol. 13, No. 11, pp. 1491-1506, 2004. [ full text | code | data]

IEEE Transactions on Signal Processing

2007

P. Vandewalle, L. Sbaiz, J. Vandewalle and M. Vetterli, Super-Resolution from Unregistered and Totally Aliased Signals Using Subspace Methods, IEEE Transactions on Signal Processing, Vol. 55, Nr. 7, Part 2, pp. 3687-3703, 2007. [ full text | code | data]

IEEE Transactions on Pattern Analysis and Machine Intelligence

2008

A. Levin, A. Rav Acha and D. Lischinski, Spectral Matting, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 30, Nr. 10, pp. 1699-1712, 2008. [ full text | code | data]

IEEE Transactions on Geoscience and Remote Sensing

2012

M. Mignotte, A bi-criteria optimization approach based dimensionality reduction model for the color display of hyperspectral images, IEEE Transactions on Geoscience and Remote Sensing, Vol. 50, Nr. 2, pp. 501-513, 2012. [ full text | code | data]

2010

M. Mignotte, A multiresolution Markovian fusion model for the color visualization of hyperspectral images, IEEE Transactions on Geoscience and Remote Sensing, Vol. 48, Nr. 12, pp. 4236-4247, 2010. [ full text | code | data]

IEEE Transactions on Neural Networks

2011

M. Mignotte, MDS-based multiresolution non-linear dimensionality reduction model for color image segmentation, IEEE Transactions on Neural Networks, Vol. 22, Nr. 3, pp. 447-460, 2011. [ full text | code | data]

2003

E. M. Izhikevich, Simple Model of Spiking Neurons, IEEE Transactions on Neural Networks, Vol. 14, pp. 1569-1572, 2003. [ full text | code | data]

IEEE Transactions on Biomedical Engineering

2008

M. Mignotte, J. Meunier, J.-P. Soucy, DCT-based complexity regularization for EM tomographic reconstruction IEEE Transactions on Biomedical Engineering, Vol. 55, Nr. 2, pp. 801-805, 2008. [ full text | code | data]

IEEE Signal Processing Letters

2007

M. Mignotte, A post-processing deconvolution step for wavelet-based image denoising methods, IEEE Signal Processing Letters, Vol. 14, Nr. 9, pp. 621-624, 2007. [ full text | code | data]

International Journal of Computer Vision

2002

D. Scharstein and R. Szeliski. A taxonomy and evaluation of dense two-frame stereo correspondence algorithms. International Journal of Computer Vision, Vol. 47, No. 1/2/3, pp. 7-42, April-June 2002. [ full text | code | data]

Applied and Computational Harmonic Analysis

2007

L. Sbaiz, P. Vandewalle and M. Vetterli, Groebner Basis Methods for Multichannel Sampling with Unknown Offsets, Applied and Computational Harmonic Analysis, Vol. 25, No. 3, pp. 277-294, 2008. [ full text | code | data]

EURASIP Journal on Applied Signal Processing

2006

P. Vandewalle, S. Süsstrunk and M. Vetterli, A Frequency Domain Approach to Registration of Aliased Images with Application to Super-Resolution, EURASIP Journal on Applied Signal Processing (special issue on Super-resolution), Vol. 2006, pp. Article ID 71459, 14 pages, 2006. [ full text | code | data]

BMC Bioinformatics

2006

A. Chebira, Y. Barbotin, C. Jackson, T. Merryman, G. Srinivasa, R. F. Murphy and J. Kovačević, A multiresolution approach to automated classification of protein subcellular location images, BMC Bioinformatics, Vol. 8, No. 210, 2007. [ full text | code | data]

Pattern Recognition Letters

2011

M. Mignotte, A de-texturing and spatially-constrained K-means approach for image segmentation, Pattern Recognition Letters, 32(2):359-367, Jan. 2011. [ full text | code | data]

2008

M. Mignotte, A non-local regularization strategy for image deconvolution, Pattern Recognition Letters, Vol. 29, Nr. 16, pp. 2206-2212, 2008. [ full text | code | data]

Journal of Electronic Imaging

2010

M. Mignotte, Fusion of regularization terms for image restoration, Journal of Electronic Imaging, Vol. 19, Nr. 3, pp. 333004, 2010. [ full text | code | data]

Journal of the Optical Society of America A

2007

L. Meylan, D. Alleysson and S. Süsstrunk, A Model of Retinal Local Adaptation for the Tone Mapping of Color Filter Array Images, Journal of the Optical Society of America A (JOSA A), Vol. 24, Nr. 3, pp. 2807-2816, 2007. [ full text | code | data]

Conference Papers

IEEE International Conference on Image Processing

2011

C. Yeo, Y. H. Tan, Z. Li, S. Rahardja, Chroma Intra Prediction Using Template Matching With Reconstructed Luma Components, Proc. IEEE ICIP, 2011. [ code]

L. Chen, Y. Xiang, Y. Chen, X. Zhang, Retinal Image Registration using Bifurcation Structures, Proc. IEEE ICIP, 2011. [ code]

C. Keimel, M. Klimpke, J. Habigt and K. Diepold, No-Reference Video Quality Metric for HDTV Based on H.264/AVC Bitstream Features, Proc. IEEE ICIP, 2011. [ code]

A. Voulodimos, D. Kosmopoulos, G. Vasileiou, E. Sardis, A. Doulamis, V. Anagnostopoulos, C. Lalos, T. Varvarigou, A Dataset for Workflow Recognition in Industrial Scenes, Proc. IEEE ICIP, 2011. [ code]

R. Kwitt, P. Meerwald, A. Uhl and G. Verdoolaege, Testing a Multivariate Model for Wavelet Coefficients, Proc. IEEE ICIP, 2011. [ code]

Y. Huang, Wavelet-Based Quality Constrained Compression using Binary Search, Proc. IEEE ICIP, 2011. [ code]

T. Stütz and A. Uhl, Efficient Wavelet Packet Basis Selection in JPEG2000, Proc. IEEE ICIP, 2011. [ code]

Proc. International Conference on Computer Vision

2009

C. Couprie, L. Grady, L. Najman and H. Talbot, Power Watersheds: A New Image Segmentation Framework Extending Graph Cuts, Random Walker and Optimal Spanning Forest, Proc. ICCV, 2009. [ code]

Proc. European Conference on Computer Vision

2012

M. Günther, R. Wallace and S. Marcel, An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms, Proc. ECCV, 2012. [ full text | code | data]