Publications

More information about scientific work of our staff can be found at their pages.

2019

A. Nasonov, A. Krylov, D. Lyukov. “Image sharpening with blur map estimation using convolutional neural network” // In: ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 42, 2/W12. 2019, pp. 161−166. Link.

2018

A. Krylov, A. Nasonov, K. Chesnakov, A. Nasonova, Jin Seung Oh, Kang Uk, Sang Min Park. “Vessel preserving CNN-based image resampling of retinal images” // Lecture Notes in Computer Science, Vol. 10882, 2018, pp. 589−597.

A. Nasonov, Ya. Pchelintsev, A. Nasonova, A. Krylov. “A post-processing method for 3D fluorescence microscopy images” // In: International Conference on Pattern Recognition and Artificial Intelligence. Montreal, 2018, pp. 602−606.

A. Nasonov, A. Krylov. “An improvement of BM3D Image denoising and deblurring algorithm by generalized total variation” // In: 2018 7th European Workshop on Visual Information Processing (EUVIP). 2018, pp. 1−5.

A. Nasonov, Ya. Pchelintsev, A. Krylov. “Grid warping postprocessing for linear motion blur in images” // In: 7th European Workshop on Visual Information Processing (EUVIP). 2018.

2017

A. Nasonov, K. Chesnakov, A. Krylov. “CNN based retinal image upscaling using zero component analysis” // In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, Vol. 24, 2W4. 2017, pp. 27−31. PDF.

A. D. Gusev, A. V. Nasonov, A. S. Krylov. “Fast parallel grid warping-based image sharpening method” // Programming and Computer Software, Vol. 43, No. 4, Consultants Bureau (United States), 2017, pp. 230−233.

A. Dovganich, A. Krylov, A. Nasonov, N. Makhneva. “Epidermis area detection for immunofluorescence microscopy” // In: 9th International Conference on Graphics and Image Processing (IGCIP 2017). 2017, p. 1061522. PDF.

A. Krylov, A. Nasonov, Ya. Pchelintsev. “Single parameter post-processing method for image deblurring” // In: Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA). 2017, pp. 1−7. PDF.

2016

A. Nasonov, A. Krylov, X. Petrova, M. Rychagov. “Edge-directional interpolation algorithm using structure tensor” // In: 28th annual International Symposium on Electronic Imaging. 2016. PDF.

A. Nasonov, K. Chesnakov, A. Krylov. “Convolutional neural networks based image resampling with noisy training set” // In: International Conference on Signal Processing (ICSP2016). Chengdu, China, 2016, pp. 62−66. PDF.

A. S. Krylov, A. A. Nasonova, A. V. Nasonov. “Image Enhancement by Non-iterative Grid Warping” // Pattern Recognition and Image Analysis, Vol. 26, No. 1, 2016, pp. 161−164. PDF.

A. S. Krylov, A. V. Nasonov, A. V. Razgulin, T. E. Romanenko. “A post-processing method for 3D fundus image enhancement” // In: International Conference on Signal Processing (ICSP2016). Chengdu, China, 2016, pp. 49−52. PDF.

A. V. Nasonov, A. S. Krylov, K. E. Chesnakov. “An image resampling method using combined directional kernels” // In: Proceedings of the 6th European Workshop on Visual Information Processing EUVIP2016. Marselle, France, 2016, pp. 1−5. PDF.

A. D. Gusev, A. V. Nasonov, A. S. Krylov. “Parallel implementation of image sharpening method using grid warping” // In: Proceedings of the 26th International Conference on Computer Graphics and Vision GraphiCon'2016. 2016, pp. 294−297. PDF.

A. A. Dovganich, Y. A. Pchelintsev, A. V. Nasonov, A. S. Krylov, N. V. Makhneva. “Ridge-based method for pemphigus diagnosis on immunofluorescence images” // In: Proceedings of the 26th International Conference on Computer Graphics and Vision GraphiCon'2016. 2016, pp. 170−174. PDF.

2015

A. S. Krylov, A. A. Nasonova, A. V. Nasonov. “Image warping as an image enhancement post-processing tool” // In: Proceedings of 9th Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW 2014). Koblenz, Germany, 2015, pp. 132−135. PDF.

A. S. Krylov, A. V. Nasonov. “3D image sharpening by grid warping” // Lecture Notes in Computer Science (IScIDE2015), Vol. 9242, 2015, pp. 441−450. PDF.

A. V. Umnov, A. S. Krylov, A. V. Nasonov. “Ringing artifact suppression using sparse representation” // Lecture Notes in Computer Science, Vol. 9386, 2015, pp. 35−45. PDF.

A. V. Nasonov, A. A. Nasonova, A. S. Krylov. “Edge width estimation for defocus map from a single image” // Lecture Notes in Computer Science, Vol. 9386, 2015, pp. 15−22. PDF.

2014

A. Nasonova, A. Nasonov, A. Krylov, I. Pechenko, A. Umnov, N. Makhneva. “Image warping in dermatological image hair removal” // Lecture Notes in Computer Science, Vol. 8815, ICIAR 2014, Vilamoura, Algarve, Portugal, 2014, pp. 159−166. PDF.

A. Krylov, A. Nasonova, A. Nasonov. “Grid warping for image sharpening using one-dimensional approach” // In: Proceedings of International Conference on Signal Processing (ICSP2014). IEEE, Hangzhou, China, 2014, pp. 672−677. PDF.

A. Umnov, A. Nasonov, A. Krylov, Ding Yong. “Sparse method for ringing artifact detection” // In: Proceedings of International Conference on Signal Processing (ICSP2014). IEEE, Hangzhou, China, 2014, pp. 662−667.

A. Nasonov, A. Krylov. “Grid warping in total variation image enhancement methods” // In: Proceedings of International Conference on Image Processing (ICIP2014). IEEE, Paris, France, 2014, pp. 4517−4521. PDF.

2013

A. M. Yatchenko, A. S. Krylov, A. V. Nasonov. “Deringing of MRI Medical Images” // Pattern Recognition and Image Analysis, Vol. 23, No. 4, Pleiades Publishing, Ltd, 2013, pp. 541−546. PDF.

A. V. Nasonov, A. S. Krylov. “Regularization parameter choice for total variation based image deringing algorithm” // In: 23-th International Conference on Computer Graphics GraphiCon'2013. Vladivostok, Russia, 2013, pp. 87−90.

2012

A. V. Nasonov, A. S. Krylov. “Edge quality metrics for image enhancement” // Pattern Recognition and Image Analysis, Vol. 22, No. 1, 2012, pp. 346−353. PDF.

A. A. Chernomorets, A. V. Nasonov. “Deblurring in fundus images” // In: 22-th International Conference on Computer Graphics GraphiCon'2012. Moscow, Russia, 2012, pp. 76−79. PDF.

A. V. Nasonov, A. S. Krylov. “Text images superresolution and enhancement” // In: IEEE Proceedings of 5th International Congress on Image and Signal Processing (CISP 2012). China, Chongqing, 2012, pp. 728−731. PDF.

2011

A. S. Krylov, A. V. Nasonov. “Edge-directed Image Interpolation Using Color Gradient Information” // 16th International Conference on Image Analysis and Processing (ICIAP'2011), Lecture Notes in Computer Science, Vol. 6979, part 2, 2011, pp. 40−49. PDF.

A. V. Nasonov, A. S. Krylov. “Finding Areas of Typical Artifacts of Image Enhancement Methods” // Pattern Recognition and Image Analysis, Vol. 21, No. 2, 2011, pp. 316−318. PDF.

A. A. Chernomorets, A. S. Krylov, A. V. Nasonov, A. S. Semashko, V. V. Sergeev, V. S. Akopyan, A. S. Rodin, N. S. Semenova. “Automated processing of retinal images” // In: 21-th International Conference on Computer Graphics GraphiCon'2011. Moscow, Russia, 2011, pp. 78−81. PDF.

A. V. Nasonov, A. S. Krylov. “Image enhancement quality metrics” // In: 21-th International Conference on Computer Graphics GraphiCon'2011. Moscow, Russia, 2011, pp. 128−131. PDF.

A. M. Yatchenko, A. S. Krylov, A. V. Nasonov. “MRI medical image ringing detection and suppression” // In: 8th Open German-Russian Workshop “Pattern Recognition and Image Understanding” (OGRW-8-2011). Lobachevsky State University of Nizhny Novgorod, November 21-26, 2011, 2011, pp. 259−262. PDF.

2010

A. V. Nasonov, A. S. Krylov. “Fast super-resolution using weighted median filtering” // In: Proceedings of International Conference on Pattern Recognition (ICPR'2010). Istanbul, Turkey, 2010, pp. 2230−2233. PDF.

A. V. Nasonov, A. S. Krylov. “Basic Edges Metrics for Image Deblurring” // In: Proceedings of 10th Conference on Pattern Recognition and Image Analysis: New Information Technologies, Vol. 1. St. Petersburg, Russia, 2010, pp. 243−246. PDF.

2009

A. V. Nasonov, A. S. Krylov. “Scale-space method of image ringing estimation” // In: Proceedings of International Conference on Image Processing (ICIP'09). Cairo, Egypt, 2009, pp. 2794−2797. PDF.

A. S. Krylov, A. V. Nasonov. “Adaptive image deblurring with ringing control” // In: Fifth International Conference on Image and Graphics (ICIG '09). Xi'an, Shanxi, China, 2009, pp. 72−75. PDF.

A. S. Krylov, A. S. Lukin, A. V. Nasonov. “Edge-preserving nonlinear iterative image resampling method” // In: Proceedings of International Conference on Image Processing (ICIP'09). Cairo, Egypt, 2009, pp. 385−388. PDF.

A. S. Krylov, A. V. Nasonov, A. A. Chernomorets. “Combined linear resampling method with ringing control” // In: 19-th International Conference on Computer Graphics GraphiCon'2009. Moscow, Russia, 2009, pp. 163−165. PDF.

A. V. Nasonov, A. S. Krylov. “Adaptive Image Deringing” // In: 19-th International Conference on Computer Graphics GraphiCon'2009. Moscow, Russia, 2009, pp. 151−154. PDF.

A. S. Krylov, A. V. Nasonov, O. S. Ushmaev. “Video super-resolution with fast deconvolution” // Pattern Recognition and Image Analysis, Vol. 19, No. 3, 2009, pp. 497−500. PDF.

2008

A. Krylov, A. Nasonov. “Fast Super-Resolution from video data using optical flow estimation” // In: Processings of IEEE International Conference on Signal Processing (ICSP'08). Beijing, China, 2008, pp. 853−856. PDF.

A. Krylov, A. Nasonov. “Adaptive Total Variation Deringing Method for Image Interpolation” // In: Proceedings of International Conference on Image Processing (ICIP'08). San Diego, USA, 2008, pp. 2608−2611. PDF.

A. Krylov, A. Nasonov, D. Sorokin. “Face image super-resolution from video data with non-uniform illumination” // In: 18-th International Conference on Computer Graphics GraphiCon'2008. Moscow, Russia, 2008, pp. 150−155. PDF.

A. Krylov, A. Nasonov, O. Ushmaev. “Image Super-Resolution using Fast Deconvolution” // Proceedings of 9th Conference on Pattern Recognition and Image Analysis: New Information Technologies, Vol. 1, No. 2, Nizhni Novgorod, Russia, 2008, pp. 362−364. PDF.

2007

A. Nasonov, A. Krylov, A. Lukin. “Post-Processing by Total Variation Quasi-Solution Method for Image Interpolation” // In: 17-th International Conference on Computer Graphics GraphiCon'2007. Moscow, Russia, 2007, pp. 178−181. PDF.

2006

A. Lukin, A. Krylov, A. Nasonov. “Image Interpolation by Super-Resolution” // In: 16th International Conference Graphicon'2006. Novosibirsk Akademgorodok, Russia, 2006, pp. 239−242. PDF.