Zobrazeno 1 - 10
of 146
pro vyhledávání: '"Jeffrey J. Rodriguez"'
Publikováno v:
IEEE Access, Vol 8, Pp 199562-199572 (2020)
Vehicle detection in aerial videos often requires post-processing to eliminate false detections. This paper presents a spatio-temporal processing scheme to improve automatic vehicle detection performance by replacing the thresholding step of existing
Externí odkaz:
https://doaj.org/article/78fa8f87eef34ebabbc69a101051c655
Publikováno v:
IEEE Transactions on Multimedia. 23:2297-2309
Denoising is a fundamental task in image processing, aimed at estimating an unknown image from its noisy observation. In this paper, we develop a computationally simple paradigm for image denoising using superpixel grouping and principal component an
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::43da226488b9ba23dbf17ec917503ff0
https://doi.org/10.1109/tmm.2020.3009502
https://doi.org/10.1109/tmm.2020.3009502
Publikováno v:
IEEE Transactions on Image Processing. 28:1705-1719
Nonlocal texture similarity and local intensity smoothness are both essential for solving most image inpainting problems. In this paper, we propose a novel image inpainting algorithm that is capable of reproducing the underlying textural details usin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6620c9357c4f92c279735205cc4ecd76
https://doi.org/10.1109/tip.2018.2880681
https://doi.org/10.1109/tip.2018.2880681
Autor:
Praveen Birur, Bofan Song, G. Keerthi, Sanjana Patrick, Moni Abhram Kuriakose, Afarin Anbarani, Trupti Kolur, Jeffrey J. Rodriguez, Amritha Suresh, Ross D. Uthoff, Petra Wilder-Smith, Rongguang Liang, Sumsum P. Sunny
Publikováno v:
Optics and Biophotonics in Low-Resource Settings VI.
Oral cancer is one of the most common malignant tumors. There are 354,864 new cases and 177,384 death per year globally according to Globocan 2018 report. Most of the cases are in low- and middle-income countries that lack trained specialists and hea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1dc38005ac9842799a8898d0059beab7
https://doi.org/10.1117/12.2552213
https://doi.org/10.1117/12.2552213
Publikováno v:
SSIAI
We propose a 3D convolutional neural network to simultaneously segment and detect cell nuclei in confocal microscopy images. Mirroring the co-dependency of these tasks, our proposed model consists of two serial components: the first part computes a s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::16f882c4df80d595fa8b8fd584b8b710
https://doi.org/10.1109/ssiai49293.2020.9094614
https://doi.org/10.1109/ssiai49293.2020.9094614
Publikováno v:
SSIAI
We propose a deep learning based method for classification of commonly occurring pathologies in chest X-ray images. The vast number of publicly available chest X-ray images provides the data necessary for successfully employing deep learning methodol
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::87fde0c15db0546ea954d95f1be5d996
https://doi.org/10.1109/ssiai49293.2020.9094612
https://doi.org/10.1109/ssiai49293.2020.9094612
Publikováno v:
Pattern Recognition. 83:174-184
Image inpainting is a process of reconstructing missing regions, or removing unwanted objects automatically by propagating intensity and texture information from surrounding parts of the image in a visually plausible manner. We propose a new exemplar
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f035703f0ca4bcb1ddeaab17e44e4032
https://doi.org/10.1016/j.patcog.2018.05.025
https://doi.org/10.1016/j.patcog.2018.05.025
Autor:
Christopher W. Hamilton, Jeffrey J. Rodriguez, Kobus Barnard, Rodrigo Savage, Shane Byrne, Leon Palafox, Clayton T. Morrison
Publikováno v:
IEEE Transactions on Geoscience and Remote Sensing. 56:5802-5812
The ages of terrains on other planetary bodies are chiefly determined using crater size–frequency distributions. However, primary impacts can generate numerous secondary craters that can affect the crater population. Classifying impact craters as p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fab8d7a6c19c3aeeb9376903b34759a7
https://doi.org/10.1109/tgrs.2018.2825608
https://doi.org/10.1109/tgrs.2018.2825608
Autor:
Jeffrey J. Rodriguez, Forest L. Danford, Jonathan P. Vande Geest, Stephen J. Howerton, Sundaresh Ram
Publikováno v:
IEEE Transactions on Biomedical Engineering. 65:1617-1629
The lamina cribrosa (LC) is a connective tissue in the posterior eye with a complex mesh-like trabecular microstructure, through which all the retinal ganglion cell axons and central retinal vessels pass. Recent studies have demonstrated that changes
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b0e3c77105aaf486a3496c22b7cbfae2
https://doi.org/10.1109/tbme.2017.2674521
https://doi.org/10.1109/tbme.2017.2674521
Autor:
Ross H. Francis, Jordan A. Mudery, Maki Niihori, Abraham Jacob, Rohit C. Philip, Elizabeth A. Krupinski, Jeffrey J. Rodriguez, Justin S. Caskey
Publikováno v:
Zebrafish. 15:145-155
Zebrafish have emerged as a powerful biological system for drug development against hearing loss. Zebrafish hair cells, contained within neuromasts along the lateral line, can be damaged with exposure to ototoxins, and therefore, pre-exposure to pote
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f21d2428eb59f75f2b09b068671df83d
https://doi.org/10.1089/zeb.2017.1451
https://doi.org/10.1089/zeb.2017.1451