Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Hyomin Choi"'
Publikováno v:
Frontiers in Signal Processing, Vol 2 (2022)
When it comes to image compression in digital cameras, denoising is traditionally performed prior to compression. However, there are applications where image noise may be necessary to demonstrate the trustworthiness of the image, such as court eviden
Externí odkaz:
https://doaj.org/article/f5d71dbea81d42909c06bfdb5ae58ead
Publikováno v:
IEEE Open Journal of Circuits and Systems, Vol 2, Pp 350-362 (2021)
In collaborative intelligence applications, part of a deep neural network (DNN) is deployed on a lightweight device such as a mobile phone or edge device, and the remaining portion of the DNN is processed where more computing resources are available,
Externí odkaz:
https://doaj.org/article/0bba4d1f95a54dd89e882f8d4bd1d703
Publikováno v:
Data in Brief, Vol 41, Iss , Pp 107892- (2022)
We present an update to the previously published dataset known as SFU-HW-Objects-v1. The new dataset is called SFU-HW-Tracks-v1 and contains object annotations with unique object identities (IDs) for the High Efficiency Video Coding (HEVC) v1 Common
Externí odkaz:
https://doaj.org/article/d3fd76794517481b801070d516c8ee2b
Publikováno v:
Data in Brief, Vol 34, Iss , Pp 106701- (2021)
We present an object labelled dataset called SFU-HW-Objects-v1, which contains object labels for a set of raw video sequences. The dataset can be useful for the cases where both object detection accuracy and video coding efficiency need to be evaluat
Externí odkaz:
https://doaj.org/article/d3af6a10cf5e43c192538e14b3daf75c
Publikováno v:
IEEE Signal Processing Letters. 30:65-69
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::970d565d2d1607cbd7be76b34baddca6
https://doi.org/10.1109/lsp.2023.3240596
https://doi.org/10.1109/lsp.2023.3240596
Publikováno v:
The transactions of The Korean Institute of Electrical Engineers. 71:1002-1007
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a2d6570ef678f02d79190aedf93feeae
https://doi.org/10.5370/kiee.2022.71.7.1002
https://doi.org/10.5370/kiee.2022.71.7.1002
Autor:
Hyomin Choi, Ivan V. Bajic
Publikováno v:
IEEE Transactions on Image Processing. 31:2739-2754
At present, and increasingly so in the future, much of the captured visual content will not be seen by humans. Instead, it will be used for automated machine vision analytics and may require occasional human viewing. Examples of such applications inc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9f110a9b7bf874d74151478ce1a52bf9
https://doi.org/10.1109/tip.2022.3160602
https://doi.org/10.1109/tip.2022.3160602
Autor:
Hyomin Choi, Kisung Seo
Publikováno v:
The transactions of The Korean Institute of Electrical Engineers. 70:679-683
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d47941f95cf7d4f2eeb66e3c2d831279
https://doi.org/10.5370/kiee.2021.70.4.679
https://doi.org/10.5370/kiee.2021.70.4.679
Autor:
Hyomin Choi, Ivan V. Bajic
We investigate latent-space scalability for multi-task collaborative intelligence, where one of the tasks is object detection and the other is input reconstruction. In our proposed approach, part of the latent space can be selectively decoded to supp
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3775b6dc00f961e843560cbd27a58589
http://arxiv.org/abs/2105.10089
http://arxiv.org/abs/2105.10089
In collaborative intelligence applications, part of a deep neural network (DNN) is deployed on a relatively low-complexity device such as a mobile phone or edge device, and the remainder of the DNN is processed where more computing resources are avai
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::33d1c753e6c77667dca19600fcfee98b
http://arxiv.org/abs/2105.06002
http://arxiv.org/abs/2105.06002