Zobrazeno 1 - 10
of 86
pro vyhledávání: '"Alexander C. Loui"'
Publikováno v:
Computational Imaging
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6c55c33174e9fb11bab48158e7708aea
https://doi.org/10.2352/issn.2470-1173.2017.17.coimg-433
https://doi.org/10.2352/issn.2470-1173.2017.17.coimg-433
Publikováno v:
Image and Vision Computing. 53:57-67
The process of creating a photo product, such as a photobook, calendar or collage, from a large personal image collection requires intensive user effort. The primary goal of the current research was to develop an end-to-end solution to the problem of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::21ea8260a35b22b805d1b6669a1fbddf
https://doi.org/10.1016/j.imavis.2015.12.003
https://doi.org/10.1016/j.imavis.2015.12.003
Publikováno v:
Electronic Imaging. 32:86-1
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::49d8d73f5a4e931ec0e29bcf82fc3faf
https://doi.org/10.2352/issn.2470-1173.2020.8.imawm-086
https://doi.org/10.2352/issn.2470-1173.2020.8.imawm-086
Publikováno v:
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society.
The ability to rank the images based on their appearance finds many real-world applications, such as image retrieval or image album creation. Despite the recent dominance of deep learning methods in computer vision which often result in superior perf
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e5e10b2de051e9208cf5bdc83b300eaa
https://pubmed.ncbi.nlm.nih.gov/29994210
https://pubmed.ncbi.nlm.nih.gov/29994210
Publikováno v:
ICIP
Gradient control plays an important role in feed-forward networks applied to various computer vision tasks. Previous work has shown that Recurrent Highway Networks minimize the problem of vanishing or exploding gradients. They achieve this by setting
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c84e3b66649ef47732496a7cfcbd9fc4
Autor:
Shagan Sah, Raymond Ptucha, Carl Salvaggio, Chi Zhang, Thang Nguyen, Alexander C. Loui, Dheeraj Peri
Publikováno v:
GlobalSIP
This paper introduces a sentence to vector encoding framework suitable for advanced natural language processing. Our latent representation is shown to encode sentences with common semantic information with similar vector representations. The vector r
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3da8de8e2bb641be9dde12410a3b6000
Autor:
Qing Wang, Alexander G. Hauptmann, Yueting Zhuang, Noshir Contractor, Alejandro Jaimes, Alexander C. Loui, Huimin Yu, Wanqing Li, Changsheng Xu, Zhongfei Zhang, Shiwen Yu, Zhengyou Zhang, Tao Mei, Nicu Sebe, Vincent S. Tseng, Ramesh Jain, Yonghong Tian
Publikováno v:
Journal of Zhejiang University SCIENCE C. 13:875-880
The advance of the Internet in the past decade has radically changed the way people communicate and collaborate with each other. Physical distance is no more a barrier in online social networks, but cultural differences (at the individual, community,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b97f49418969983ee9f6b78c7137782e
https://doi.org/10.1631/jzus.c1200279
https://doi.org/10.1631/jzus.c1200279
Autor:
Alexander C. Loui, Wei Jiang
Publikováno v:
International Journal of Multimedia Information Retrieval. 1:223-238
We investigate general concept classification in unconstrained videos by joint audio-visual analysis. An audio-visual grouplet (AVG) representation is proposed based on analyzing the statistical temporal audio-visual interactions. Each AVG contains a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::27e4c48f067e5bae19d6fb4d5c55051c
https://doi.org/10.1007/s13735-012-0020-6
https://doi.org/10.1007/s13735-012-0020-6
Autor:
Alexander C. Loui, Lei Fan
Publikováno v:
ISM
Video segmentation is the task of grouping pixels in successive video frames into perceptually coherent regions. It is a preliminary step to solve higher level problems such as automated surveillance, object tracking, video summarization, video index
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d2bf303022740240fb2481ac7e0697f0
https://doi.org/10.1109/ism.2015.33
https://doi.org/10.1109/ism.2015.33
Publikováno v:
ACM Transactions on Multimedia Computing, Communications, and Applications. 6:1-19
We investigate the challenging issue of joint audio-visual analysis of generic videos targeting at concept detection. We extract a novel local representation, Audio-Visual Atom (AVA), which is defined as a region track associated with regional visual
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3d2e179ffe2486c0544954e5900576c9
https://doi.org/10.1145/1823746.1823748
https://doi.org/10.1145/1823746.1823748