Unsharp Masking Layer: Injecting Prior Knowledge in Convolutional Networks for Image Classification
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Jordina Torrents-Barrena | Jose Carranza-Rojas | Saúl Calderón Ramírez | Adán Mora-Fallas | Michael Granados-Menani | Jose Carranza-Rojas | Adán Mora-Fallas | J. Torrents-Barrena | S. C. Ramírez | Michael Granados-Menani
[1] Juan Carlos Cruz,et al. A first glance on the enhancement of digital cell activity videos from glioblastoma cells with nuclear staining , 2016, 2016 IEEE 36th Central American and Panama Convention (CONCAPAN XXXVI).
[2] Jenny Lee,et al. Fully Automated Deep Learning System for Bone Age Assessment , 2017, Journal of Digital Imaging.
[3] Peter V. Gehler,et al. Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[4] L. Rudin,et al. Nonlinear total variation based noise removal algorithms , 1992 .
[5] Pierre Soille,et al. Mathematical Morphology and Its Applications to Image Processing , 1994, Computational Imaging and Vision.
[6] Arun Kumar Sunaniya,et al. An adaptive image sharpening scheme based on local intensity variations , 2017, Signal Image Video Process..
[7] Erick Mata-Montero,et al. Automated Plant Species Identification: Challenges and Opportunities , 2016, WITFOR.
[8] Sanjit K. Mitra,et al. Quadratic filters for image contrast enhancement , 1994, Proceedings of 1994 28th Asilomar Conference on Signals, Systems and Computers.
[9] Roberto Manduchi,et al. Bilateral filtering for gray and color images , 1998, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271).
[10] Tony F. Chan,et al. Image processing and analysis - variational, PDE, wavelet, and stochastic methods , 2005 .
[11] Gabriel B. Paranhos da Costa,et al. Deep Convolutional Neural Networks and Noisy Images , 2017, CIARP.
[12] Luca Antiga,et al. Automatic differentiation in PyTorch , 2017 .
[13] Anil K. Jain. Fundamentals of Digital Image Processing , 2018, Control of Color Imaging Systems.
[14] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[15] Giovanni Ramponi,et al. Image enhancement via adaptive unsharp masking , 2000, IEEE Trans. Image Process..
[16] Pierre Bonnet,et al. Plant Identification Based on Noisy Web Data: the Amazing Performance of Deep Learning (LifeCLEF 2017) , 2017, CLEF.
[17] Blaz Meden,et al. Assessing the Impact of the Deceived Non Local Means Filter as a Preprocessing Stage in a Convolutional Neural Network Based Approach for Age Estimation Using Digital Hand X-Ray Images , 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).
[18] T. S. R. Raja,et al. Impact of applying pre-processing techniques for improving classification accuracy , 2014, Signal Image Video Process..
[19] Wei Ye,et al. Blurriness-Guided Unsharp Masking , 2018, IEEE Transactions on Image Processing.
[20] Forrest N. Iandola,et al. SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <1MB model size , 2016, ArXiv.
[21] João Batista Neto,et al. An empirical study on the effects of different types of noise in image classification tasks , 2016, ArXiv.
[22] Alessandro Foi,et al. Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering , 2007, IEEE Transactions on Image Processing.
[23] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[24] Zohair Al-Ameen,et al. Sharpness Improvement for Medical Images Using a New Nimble Filter , 2018 .
[25] Lina J. Karam,et al. Understanding how image quality affects deep neural networks , 2016, 2016 Eighth International Conference on Quality of Multimedia Experience (QoMEX).
[26] Thomas M. Deserno,et al. Fundamentals of Biomedical Image Processing , 2010 .
[27] Peter V. Gehler,et al. Superpixel Convolutional Networks Using Bilateral Inceptions , 2015, ECCV.
[28] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[29] Moon Gi Kang,et al. Edge enhancement algorithm for low-dose X-ray fluoroscopic imaging , 2017, Comput. Methods Programs Biomed..
[30] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[31] Andy Wai Kan Yeung,et al. Review of Radiology: App for Android by the Radiological Society of North America (RSNA) , 2016, Journal of Digital Imaging.
[32] Sang Won Yoon,et al. A Dual-Tree Complex Wavelet Transform Based Convolutional Neural Network for Human Thyroid Medical Image Segmentation , 2018, 2018 IEEE International Conference on Healthcare Informatics (ICHI).
[33] Jean-Michel Morel,et al. A non-local algorithm for image denoising , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[34] Jean-Michel Morel,et al. Neighborhood filters and PDE’s , 2006, Numerische Mathematik.