Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Sridhar Swaminathan"'
Publikováno v:
Neurocomputing. 398:185-196
Storing and processing millions of parameters in deep neural networks is highly challenging during the deployment of model in real-time application on resource constrained devices. Popular low-rank approximation approach singular value decomposition
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::081466113ada58fccb4f75c9835ec00b
https://doi.org/10.1016/j.neucom.2020.02.035
https://doi.org/10.1016/j.neucom.2020.02.035
Autor:
Rajkumar Kannan, Frederic Andres, Kalaiarasi Sonai Muthu Anbananthen, Sridhar Swaminathan, Gheorghita Ghinea
Publikováno v:
International Journal of Multimedia Data Engineering and Management. 10:1-26
Video summarization condenses a video by extracting its informative and interesting segments. In this article, a novel video summarization approach is proposed based on spatiotemporal salient region detection. The proposed approach first segments a v
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::522e8cf5fdc3f394f36f8d5edf54f1bc
https://doi.org/10.4018/ijmdem.2019070101
https://doi.org/10.4018/ijmdem.2019070101
Publikováno v:
IAIT
Social media is more and more utilized by people around the world to express their feelings and opinions in the kind of short text messages. Twitter has been a rapidly growing microblogging social networking website where people express their opinion
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e92b5552d2896f48475e4d0562d6e180
https://doi.org/10.1145/3468784.3470787
https://doi.org/10.1145/3468784.3470787
Publikováno v:
BigMM
Multimodal emotion recognition is a challenging task because emotions can be expressed through various forms and modalities. It can be applied in various fields, for example, human-computer interaction, crime, healthcare, multimedia retrieval, etc. I
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::36fbd8141d930608bd9589f684a6bbff
https://doi.org/10.1109/bigmm50055.2020.00054
https://doi.org/10.1109/bigmm50055.2020.00054
Publikováno v:
International Journal of Computer Applications. 180:22-30
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::401dda411e2c799f6301f0254adf6adb
https://doi.org/10.5120/ijca2018916252
https://doi.org/10.5120/ijca2018916252
Publikováno v:
IEEE Signal Processing Letters. 22:686-690
In this letter, a novel salient region detection approach is proposed. Firstly, color contrast cue and color distribution cue are computed by exploiting patch level and region level image abstractions in a unified way, where these two cues are fused
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a2e06fd839b3ee29afa7faeb34992155
https://doi.org/10.1109/lsp.2014.2366192
https://doi.org/10.1109/lsp.2014.2366192
Publikováno v:
Information Processing & Management. 51:286-305
A novel personalized semantic movie summarization approach is proposed.User's subjective preferences are exploited for personalized movie summarization.An extensive user study demonstrates the advantages of the proposed system.A subjective study show
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d9dfb988cdb96e62cd8a333a50bf3da9
https://doi.org/10.1016/j.ipm.2014.12.001
https://doi.org/10.1016/j.ipm.2014.12.001
Publikováno v:
ICAPR
This paper presents a new methodology to extract discriminative features from images, that are robust and invariant to image blur and JPEG compression. The local patches are quantized in the polar geometric structure using Log Polar Transformation (L
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::98e3d2b1d295bbbd1e95c8f4adedddd6
https://doi.org/10.1109/icapr.2015.7050672
https://doi.org/10.1109/icapr.2015.7050672
Detecting salient objects from images and videos has many useful applications in computer vision. In this paper, a novel spatiotemporal salient region detection approach is proposed. The proposed approach computes spatiotemporal saliency by estimatin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::712382f76fc167afda86e6e42e55745e
http://bura.brunel.ac.uk/handle/2438/11462
http://bura.brunel.ac.uk/handle/2438/11462
Publikováno v:
ISSPIT
This paper presents a new methodology for image description to extract discriminative features from images, that are robust and invariant to illumination changes. The proposed approach describes the image features using multisupport interest regions.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5fdd918c6aef59ba399f2a8860be6741
https://doi.org/10.1109/isspit.2014.7300562
https://doi.org/10.1109/isspit.2014.7300562