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PROCEEDINGS VOLUME 10995 • new

Pattern Recognition and Tracking XXX
Editor(s): Mohammad S. Alam
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 10995
Date Published: 22 August 2019

Table of Contents
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Front Matter: Volume 10995
Author(s): Proceedings of SPIE
Improved visible to IR image transformation using synthetic data augmentation with cycle-consistent adversarial networks
Author(s): Kyongsik Yun; Kevin Yu; Joseph Osborne; Sarah Eldin; Luan Nguyen; Alexander Huyen; Thomas Lu
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Multi-task deep learning architecture for semantic segmentation in EO imagery (Conference Presentation)
Author(s): Theus Aspiras; Bradley Sorg; Vijayan K. Asari
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Neural network in a multi-agent system for line detection task in images
Author(s): P. V. Babayan; N. Yu. Shubin
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Target tracking and classification directly in compressive measurement for low quality videos
Author(s): Chiman Kwan; Bryan Chou; Jonathan Yang; Trac Tran
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Compressive object tracking and classification using deep learning for infrared videos
Author(s): Chiman Kwan; Bryan Chou; Jonathan Yang; Trac Tran
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Small target detection for search and rescue operations using distributed deep learning and synthetic data generation
Author(s): Kyongsik Yun; Luan Nguyen; Tuan Nguyen; Doyoung Kim; Sarah Eldin; Alexander Huyen; Thomas Lu; Edward Chow
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Automatic pavement crack classification on two-dimensional VIAPIX images
Author(s): Wissam Kaddah; Marwa Elbouz; Yousri Ouerhani; Ayman Alfalou; Marc Desthieux
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Robust infrared target tracking using thermal information in mean-shift
Author(s): Sungmin Yun; Sungho Kim
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Automatic target recognition using non-negative matrix approximations (Conference Presentation)
Author(s): Vahid R. Riasati
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Taking correlation from 2D to 3D: optical methods and performance evaluation
Author(s): P. P. Banerjee; U. Abeywickrema; H. Zhou; B. Bordbar; M. Alam; G. Nehmetallah; J. Khoury; L. Cao
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Nonparametric kernel smoothing classification to enhance optical correlation decision performances
Author(s): Matthieu Saumard; Marwa El Bouz; Michaël Aron; Ayman Alfalou
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Convolutional auto-encoder for vehicle detection in aerial imagery (Conference Presentation)
Author(s): Theus Aspiras; Ruixu Liu; Vijayan K. Asari
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Hardware design of correlation filters for target detection
Author(s): Naeem Akbar; Sara Tehsin; Haseeb ur Rehman; Saad Rehman; Rupert Young
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Wireless charging pad detection and alignment using a fisheye camera for electric vehicles
Author(s): Nauman Javed; David Guerrero; Rupert Young; Phil Birch; Chris Chatwin
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Suitability of features of deep convolutional neural networks for modeling somatosensory information processing
Author(s): Olcay Kursun; Oleg V. Favorov
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Optimized training of deep neural network for image analysis using synthetic objects and augmented reality
Author(s): Thomas Lu; Alexander Huyen; Luan Nguyen; Joseph Osborne; Sarah Eldin; Kyoungsik Yun
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Actionable surveillance identification (ASI)
Author(s): Christopher R. Bell; Iain Macleod
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Robust detection and removal of dust artifacts in retinal images via dictionary learning and sparse-based inpainting
Author(s): Enrique Sierra; Erik Barrios; Andrés G. Marrugo; María S. Millán
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Enhanced target recognition employing spatial correlation filters and affine scale invariant feature transform
Author(s): Akber Gardezi; Usman Malik; Saad Rehman; R. C. D. Young; P. M. Birch; C. R. Chatwin
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Optimization of the jamming signal parameters for conical-scan systems
Author(s): Mehmet Cihan Şahingil
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Underwater image quality improvement approach based on an adapted Gabor multi-channels filtering
Author(s): K. OuldAmer; J. Hjjami; M. Elbouz; A. Alfalou; A. O. Boudraa
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Classroom engagement evaluation using computer vision techniques
Author(s): Prakash Duraisamy; James Van Haneghan; William Blackwell; Steve Jackson; Murugesan G.; Tamilselvan K.S.
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Automated detection and classification for early stage lung cancer on CT images using deep learning
Author(s): Nasrullah ; Jun Sang; Mohammad S. Alam; Hong Xiang
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A crowd counting method based on multi-column dilated convolutional neural network
Author(s): Weiqun Wu; Jun Sang; Mohammad S. Alam; Xiaofeng Xia; Jinghan Tan
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A Chinese acoustic model based on convolutional neural network
Author(s): Qian Zhang; Jun Sang; Mohammad S. Alam; Bin Cai; Li Yang
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Deep network based 3D hand keypoints prediction from single RGB images
Author(s): Jialong Wang; Nong Sang
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Generative adversarial networks based super resolution of satellite aircraft imagery
Author(s): Jonathan Chin; Asif Mehmood
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