Benefits of Implementing Super Resolution to Video and Photo Evidences in Court Cases
Keywords:
Super Resolution, Criminal Justice, Photo EvidenceAbstract
The world today has advanced in the areas of security by employing the use of security cameras. Security cameras enable us to monitor any given space and access previous recordings. However, most security cameras in large and populated areas can’t identify individuals within the camera’s scope correctly. This issue becomes especially prevalent in criminal court cases, where this lack of clarity in security cameras can potentially let criminals avoid punishment for their crimes. This paper analyzes the use of super-resolution models to enhance the clarity of standard security camera recordings and how this modified footage can be used as evidence in court cases.
References or Bibliography
[BL17] et al. Bee Lim, Sanghyun Son. Computer vision foundation.
https://arxiv.org/abs/1707.02921, 2017.
[Bow22] Justin Bowman. Arcdyn security camera field of view (fov) tool - tools
- resources. arcdyn, 2022.
[Chi16] Camille Chiu. What’s the difference between fixed lens and varifocal
lens cameras? 101audiovideoinc, 2016.
[CL17] et al. Christian Ledig, Lucas Theis. Photo-realistic single image super-
resolution using a generative adversarial network. Computer Vision
Foundation, 2017.
[JK16] Kyoung Mu Lee Jiwon Kim, Jung Know Lee. Accurate image super-
resolution using very deep convolutional networks. Institute of Elec-
trical and Electronics Engineers, 2016.
[KH15] et al. Kaiming He, Xiangyu Zhang. Deep residual learning for image
recognition. Computer Vision Foundation, 2015.
[Qui12] Rachel Quigley. Revealed: New footage shows how eugene came upon
his victim ronald poppo by chance as he was strolling along naked,
then stripped him and ate his face off. DailyMail, 2012.
[SN18] Kyoung Mu Lee Seungjun Nah, Tae Hyun Kim. Deep multi-scale
convolutional neural network for dynamic scene deblurring. Computer
Vision Foundation, 2018.
[Sta22] KTVU Staff. Oakland ice cream shop destroyed after robbers smash
car through store. KTVU, 2022.
[Tea22a] Wex Team. Burden of proof. Cornell Legal Information Institute,
[Tea22b] Wex Team. Preponderance of the evidence. Cornell Legal Information
Institute, 2022.
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