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Real-Time Image Processing and Deep Learning 2019
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Volume Details

Volume Number: 10996
Date Published: 26 July 2019

Table of Contents
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Front Matter: Volume 10996
Author(s): Proceedings of SPIE
A deep learning-based smartphone app for real-time detection of retinal abnormalities in fundus images
Author(s): Haoran Wei; Abhishek Sehgal; Nasser Kehtarnavaz
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No-reference image quality assessment based on deep convolutional neural networks
Author(s): Ravi Ravela; Mukul Shirvaikar; Christos Grecos
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Integrated photonic FFTs for convolutional neural networks and real-time processing (Conference Presentation)
Author(s): Jonathan George; Volker J. Sorger
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Computationally efficient training of deep neural networks via transfer learning
Author(s): Diane Oyen
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Deep learning for impulsive noise removal in color digital images
Author(s): Krystian Radlak; Lukasz Malinski; Bogdan Smolka
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On data augmentation for segmenting hyperspectral images
Author(s): Jakub Nalepa; Michal Myller; Michal Kawulok; Bogdan Smolka
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Fast multi-modal reuse: co-occurrence pre-trained deep learning models
Author(s): Vasanth Iyer; Alexander Aved; Todd B. Howlett; Jeffrey T. Carlo; Asif Mehmood; Niki Pissinou; S. S. Iyengar
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Deep learning for fast super-resolution reconstruction from multiple images
Author(s): Michal Kawulok; Pawel Benecki; Krzysztof Hrynczenko; Daniel Kostrzewa; Szymon Piechaczek; Jakub Nalepa; Bogdan Smolka
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An efficient algorithm for fast block matching motion estimation using an adaptive threshold scheme
Author(s): Djoudi Kerfa; Abdelkader Saidane
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Low-exposure image frame generation algorithms for feature extraction and classification
Author(s): Krishnamurthy V. Vemuru; Jeffrey D. Clark
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Parallel image and video self-recovery scheme with high recovery capability
Author(s): Javier Molina-Garcia; Volodymyr I. Ponomaryov; Rogelio Reyes-Reyes; Clara Cruz-Ramos
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Learning optimal actions with imperfect images
Author(s): Song Jun Park; Dale R. Shires
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CNN classification based on global and local features
Author(s): Yufeng Zheng; Jun Huang; Tianwen Chen; Yang Ou; Wu Zhou
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Using subject face brightness assessment to detect ‘deep fakes’ (Conference Presentation)
Author(s): Jeremy Straub
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Kalman-based motion estimation in video surveillance systems for safety applications
Author(s): Sergio Saponara
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Recent advances in integrated photonic-electronic technologies for high-speed processing and communication circuits for light-based transducers
Author(s): Sergio Saponara
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Detection of retinal abnormalities using smartphone-captured fundus images: a survey
Author(s): Mohamed Akil; Yaroub Elloumi
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Real-time pyramidal Lukas-Kanade tracker performance estimation
Author(s): Pavel Babayan; Sergei Buiko; Leonid Vdovkin; Maksim Ershov; Vadim Muraviev; Aleksander Sirenko; Sergey Smirnov
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Robust switching technique of impulsive noise removal in color digital images
Author(s): Bogdan Smolka; Boguslaw Cyganek; Michal Kawulok; Jakub Nalepa
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Radar real-time image processing for machine perception
Author(s): Sergio Saponara
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Simultaneous computation of discrete Radon transform quadrants for efficient implementation on real time systems
Author(s): Ricardo Oliva-García; Óscar Gómez-Cárdenes; David Carmona-Ballester; José G. Marichal-Hernández; José M. Rodríguez-Ramos
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Design of neuron-calculators for the normalized equivalence of two matrix arrays based on FPGA for self-learning equivalently convolutional neural networks (SLE_CNNs)
Author(s): Vladimir G. Krasilenko; Alexander A. Lazarev; Diana V. Nikitovich
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Parallel blind semi-fragil color image watermarking based on fast discrete cosine transform
Author(s): Alexis Jiménez-Calzadilla; Volodymyr I. Ponomaryov; Rogelio Reyes-Reyes; Clara Cruz-Ramos
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A robust framework for tamper detection in digital recorded voice signals
Author(s): Adriana Bernal-Patiño; Volodymyr I. Ponomaryov; Rogelio Reyes-Reyes; Clara Cruz-Ramos
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Mobile detection of crop diseases for agricultural yield management
Author(s): Priti Maheshwary; Mukul Shirvaikar; Timothy Malche; Rakesh Kumar
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Ocular diseases diagnosis in fundus images using a deep learning: approaches, tools and performance evaluation
Author(s): Yaroub Elloumi; Mohamed Akil; Henda Boudegga
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Visual front-end for underwater scene change detection and environment monitoring by the autonomous drone
Author(s): Boguslaw Cyganek; Bogdan Smolka
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Rock grains segmentation using curvilinear structures based features
Author(s): Sebastian Iwaszenko; Karolina Nurzynska
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A newly proposed object detection method using Faster R-CNN inception with ResNet based on Tensorflow
Author(s): Sujay Saha; Kanij Mehtanin Khabir; Shadman Saquib Abir; Ariful Islam
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