Enhanced situation awareness through CNN-based deep multimodal image fusion
Automated situation awareness (ASA) in a complex and dynamic setting is a challenging
task. The accurate perception of environmental elements and events is critical for the …
task. The accurate perception of environmental elements and events is critical for the …
Biological eagle-eye-based visual platform for target detection
Y Deng, H Duan - IEEE Transactions on Aerospace and …, 2018 - ieeexplore.ieee.org
In this paper, the systematic design and implementation of a biological eagle-eye-based
visual platform is presented for target detection. Inspired by the structure and properties of …
visual platform is presented for target detection. Inspired by the structure and properties of …
DMD mask construction to suppress blocky structural artifacts for medium wave infrared focal plane array-based compressive imaging
Z Wu, X Wang - Sensors, 2020 - mdpi.com
With medium wave infrared (MWIR) focal plane array-based (FPA) compressive imaging
(CI), high-resolution images can be obtained with a low-resolution MWIR sensor. However …
(CI), high-resolution images can be obtained with a low-resolution MWIR sensor. However …
Efficient traffic sign recognition using cross-connected convolution neural networks under compressive sensing domain
J Xiong, L Ye, D Jiang, T Ye, F Wang… - Mobile Networks and …, 2021 - Springer
Convolutional neural networks (CNN) is widely used for traffic sign recognition. Meanwhile,
the compressive sensing technology is developing and applied to the field of image …
the compressive sensing technology is developing and applied to the field of image …
Deep convolutional neural networks with integrated quadratic correlation filters for automatic target recognition
Automatic target recognition involves detecting and recognizing potential targets
automatically, which is widely used in civilian and military applications today. Quadratic …
automatically, which is widely used in civilian and military applications today. Quadratic …
Deep learning based multi-modal image analysis for enhanced situation awareness and environmental perception
S Liu - 2018 - open.library.ubc.ca
Situation awareness (SA) plays an important role in surveillance and security applications.
In a SA system, the perception capability is fundamental and essential. However, the …
In a SA system, the perception capability is fundamental and essential. However, the …
Copula based moving vehicle classification in compressive domain without signal reconstruction
AS Mandadi, SA Gooty, MU Kumari… - 2019 10th …, 2019 - ieeexplore.ieee.org
Economical, optimal and accurate solutions for vehicle/personnel detection is becoming
increasingly important especially in the defense domain, border surveillance and other …
increasingly important especially in the defense domain, border surveillance and other …
Low-complexity open-loop coding of IDR infrared images having JPEG compatibility
E Belyaev, S Forchhammer - Journal of Real-Time Image Processing, 2020 - Springer
In this paper, we present a low-complexity open-loop Intermediate Dynamic Range (IDR)
infrared image coding algorithm which provides two scalability layers. The first layer …
infrared image coding algorithm which provides two scalability layers. The first layer …
Fast Compressed Automatic Target Recognition for a Compressive Infrared Imager
B Millikan - 2018 - stars.library.ucf.edu
Many military systems utilize infrared sensors which allow an operator to see targets at night.
Several of these are either mid-wave or long-wave high resolution infrared sensors, which …
Several of these are either mid-wave or long-wave high resolution infrared sensors, which …