Exploiting Traffic Scene Disparity Statistics for Stereo Vision

Gehrig, Stefan; Schneider, Nicolai; Franke, Uwe

doi:10.1109/cvprw.2014.105

Cited by 5 publications

(2 citation statements)

References 24 publications

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“…For image and video processing, FPGAs have boosted different applications allowing real-time processing for stereo vision systems [661,667,[1617][1618][1619], face detection/recognition [675,677,679], object tracking [732,1620,1621] and digital watermarking for intellectual property protection [706,1622,1623]. These kind of applications have been used for different systems such as the Mars rovers computer vision [669,670], autonomous vehicles vision [1624][1625][1626][1627][1628][1629], atmospheric turbulence mitigation for telescope pictures reconstruction [723,724], among others. In addition, we found image and video compression standards implemented in FPGAs, from JPEG [1630], to most recent video compression standard H.265 [593].…”

Section: Discussionmentioning

confidence: 99%

Field Programmable Gate Array Applications—A Scientometric Review

2019

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Field Programmable Gate Array (FPGA) is a general purpose programmable logic device that can be configured by a customer after manufacturing to perform from a simple logic gate operations to complex systems on chip or even artificial intelligence systems. Scientific publications related to FPGA started in 1992 and, up to now, we found more than 70,000 documents in the two leading scientific databases (Scopus and Clarivative Web of Science). These publications show the vast range of applications based on FPGAs, from the new mechanism that enables the magnetic suspension system for the kilogram redefinition, to the Mars rovers’ navigation systems. This paper reviews the top FPGAs’ applications by a scientometric analysis in ScientoPy, covering publications related to FPGAs from 1992 to 2018. Here we found the top 150 applications that we divided into the following categories: digital control, communication interfaces, networking, computer security, cryptography techniques, machine learning, digital signal processing, image and video processing, big data, computer algorithms and other applications. Also, we present an evolution and trend analysis of the related applications.

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Section: Discussionmentioning

confidence: 99%

Field Programmable Gate Array Applications—A Scientometric Review

2019

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“…Alternatively, objects can be classified using clustering in the disparity map, as seen in [28]. In [32], [33], temporal and scene priors from good conditions are used with the purpose of improving the disparity map in adverse weather conditions, such as night, rain, and snow. Using these priors, the object detection rate improves on a database of 3000 frames including bad weather while reducing the false positive rate.…”

Section: Introductionmentioning

confidence: 99%