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27 April - 1 May 2020
Conference 11401
Real-Time Image Processing and Deep Learning 2020
Monday - Tuesday 27 - 28 April 2020
Important
Dates
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Abstract Due:
16 October 2019

Author Notification:
20 December 2019

Manuscript Due Date:
17 April 2020
Extended due date 18 May

Conference
Committee
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Conference Chairs
Program Committee
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Monday 27 April Show All Abstracts
Conference Overview
Monday 27 April 2020
8:30 AM - 8:40 AM
Location: Conv. Ctr. Room 205A

Session Chairs: Nasser Kehtarnavaz, The Univ. of Texas at Dallas (United States) and Matthias F. Carlsohn, Computer Vision and Image Communication at Bremen (Germany)
Session 1:
Image Processing Algorithms and Systems I
Monday 27 April 2020
8:40 AM - 10:10 AM
Location: Conv. Ctr. Room 205A
Session Chair:
Christos Grecos, National College of Ireland (Ireland)
Real-time multiple object tracking on noisy videos with Deep SORT and Darkflow (Invited Paper)
Paper 11401-1
Author(s): David T. Schweitzer, Ruth C. Cheng, Benjamin S. Parsons, Justin T. Carrillo, U.S. Army Engineer Research and Development Ctr. (United States)
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Towards real-time processors: Electro- and all-optical photonic neural networks
Paper 11401-2
Author(s): Volker J. Sorger, The George Washington Univ. (United States)
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Performance analysis of semantic segmentation algorithms trained with JPEG compressed dataset
Paper 11401-3
Author(s): Suvash Sharma, Christopher R. Hudson, Chris T. Goodin, Lalitha Dabbiru, Daniel W. Carruth, Matthew Doude, Bo Tang, John E. Ball, Mississippi State Univ. (United States)
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Graph signal processing in application to diagnosis of dementia
Paper 11401-4
Author(s): Lisa Meyer-Baese, Georgia Institute of Technology (United States); Anahid Ehtemami, Amirhessam Tahmassebi, Florida State Univ. (United States)
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Session 2:
Deep Learning I
Monday 27 April 2020
10:35 AM - 11:55 AM
Location: Conv. Ctr. Room 205A
Session Chair:
Mukul V. Shirvaikar, The Univ. of Texas at Tyler (United States)
A deep learning-based smartphone app for real-time detection of five stages of diabetic retinopathy
Paper 11401-5
Author(s): Sharmin Majumder, The Univ. of Texas at Dallas (United States); Yarub Elloumi, Mohamed Akil, Rostom Kachouri, ESIEE Paris (France); Nasser Kehtarnavaz, The Univ. of Texas at Dallas (United States)
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A robust technique for real-time face verification with a generative network
Paper 11401-6
Author(s): Ibrahim Batuhan Akkaya, Kaan Karaman, ASELSAN A.S. (Turkey)
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Convolution neural networks for the classification of brain hemispheres
Paper 11401-7
Author(s): Lisa Meyer-Baese, Georgia Institute of Technology (United States); Erik Roecher, Lucas Moesch, RWTH Aachen Univ. (Germany); Danilo Bzdok, Uniklinik RWTH Aachen (Germany); Klaus Mathiak, RWTH Aachen Univ. (Germany)
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Lunch Break 11:55 AM - 1:25 PM
Session 3:
Deep Learning II
Monday 27 April 2020
1:25 PM - 3:25 PM
Location: Conv. Ctr. Room 205A
Computational aspects of deep learning models for detection of eye retina abnormalities
Paper 11401-9
Author(s): Mohamed Akil, ESIEE Paris (France); Yaroub Elloumi, Lab. de Technologie et Imagerie Médicale (Tunisia); Rostom Kachouri, ESIEE Paris (France)
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Real-time detection of maize crop disease via a deep learning-based smartphone app
Paper 11401-10
Author(s): Blake Richey, The Univ. of Texas at Tyler (United States); Sharmin Majumder, The Univ. of Texas at Dallas (United States); Mukul V. Shirvaikar, The Univ. of Texas at Tyler (United States); Nasser Kehtarnavaz, The Univ. of Texas at Dallas (United States)
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Parallel artificial neural networks using wavelet-based features for classification of remote-sensing hyperspectral images
Paper 11401-12
Author(s): Beatriz P. Garcia-Salgado, Volodymyr I. Ponomaryov, Rogelio Reyes-Reyes, Clara Cruz-Ramos, David Octavio Muñoz-Ramirez, Instituto Politécnico Nacional (Mexico)
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No-reference image quality assessment based on residual neural networks (ResNets)
Paper 11401-13
Author(s): Ravi S. Ravela, Mukul V. Shirvaikar, The Univ. of Texas at Tyler (United States); Christos Grecos, National College of Ireland (Ireland)
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Coverless image steganography framework using distance local binary pattern and convolutional neural network
Paper 11401-14
Author(s): Luis Alberto Sandoval-Bravo, Volodymyr I. Ponomaryov, Rogelio Reyes-Reyes, Clara Cruz-Ramos, Instituto Politécnico Nacional (Mexico)
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Session 4:
Image Processing Algorithms and Systems II
Monday 27 April 2020
3:50 PM - 5:10 PM
Location: Conv. Ctr. Room 205A
Session Chair:
Mohamed Akil, Univ. Paris-Est Marne-la-Vallée (France)
Visual analytics methods for eye-tracking data
Paper 11401-15
Author(s): Nordine Quadar, Univ. of Ottawa (Canada); Abdellah Chehri, Univ. du Québec a Chicoutimi (Canada); Nadir Hakem, Univ. du Québec en Abitibi-Témiscamingue (Canada); Gwanggil Geon, Incheon National Univ. (Korea, Republic of)
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Real-time joint image deconvolution and denoising
Paper 11401-16
Author(s): Ljubomir Jovanov, Wilfried Philips, Univ. Gent (Belgium)
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The combined denoising of images on the optical and thermal range onboard the UAV
Paper 11401-17
Author(s): Evgeny A. Semenishchev, Viacheslav V. Voronin, Moscow State Univ. of Technology "Stankin" (Russian Federation)
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Session Plen:
Monday Plenary Session
Monday 27 April 2020
5:00 PM - 6:45 PM
Location: Conv. Ctr. Ballroom B/C (Level 3)
Session Chair:
Mark A. Itzler, Argo AI, LLC (United States)

Plenary Session and Presentation details
Operationalizing autonomy and AI for the Air Force (Plenary Presentation)
Paper 11415-500
Author(s): Jean-Charles Lede, Air Force Research Lab. (United States)
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Tuesday 28 April Show All Abstracts
Imaging and Analytics Track Plenary Session
Tuesday 28 April 2020
8:30 AM - 9:15 AM
Location: Conv. Ctr. Ballroom C (Level 3)
Session Chair:
David W. Messinger, Rochester Institute of Technology (United States)

Plenary Session and Presentation details
Tri-modal imaging spectroscopy of paintings (Plenary Presentation)
Paper 11392-400
Author(s): John K. Delaney, National Gallery of Art (United States)
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Session PSTue:
Tuesday-Poster
Tuesday 28 April 2020
6:00 PM - 8:00 PM
Location: Conv. Ctr. Ballroom D/E (Level 3)

All symposium attendees – You are invited to attend the evening Poster Session to view the high-quality posters and engage the authors in discussion. Enjoy light refreshments while networking with colleagues in your field. Authors may set up their posters between 10:00 am and 5:00 pm the day of their Poster Session. Attendees are required to wear their conference registration badges to access the Poster Session.

Posters that are not set up by the 5:00 pm cut-off time will be considered no-shows, and their manuscripts may not be published. Poster authors should accompany their posters from 6:00 to 8:00 pm to answer questions from attendees. All posters and other materials must be removed no later than 8:30 pm. Any posters or materials left behind at the close of the Poster Session will be considered unwanted and will be discarded. SPIE assumes no responsibility for posters left up after the end of each Poster Session.
Portable flow inferencing device using Fourier Ptychography and deep learning for in-situ planetary imaging
Paper 11401-18
Author(s): Thanh C. Nguyen, NASA Goddard Space Flight Ctr. (United States), The Catholic Univ. of America (United States); Nicolas Jean Philippe Gorius, NASA Goddard Space Flight Ctr. (United States); George Nehmetallah, The Catholic Univ. of America (United States); Tilak Hewagama, Univ. of Maryland, College Park (United States); Dina Bower, Jennifer Eigenbrode, Laddawan R. Miko, Shahid Aslam, NASA Goddard Space Flight Ctr. (United States)
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Parallel color image watermarking scheme for multiple picture object based on multithreading coding
Paper 11401-19
Author(s): David Octavio Muñoz-Ramirez, Volodymyr I. Ponomaryov, Rogelio Reyes-Reyes, Clara Cruz-Ramos, Beatriz P. Garcia-Salgado, Instituto Politécnico Nacional (Mexico)
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