Zobrazeno 1 - 10
of 60
pro vyhledávání: '"Xiangchun Yu"'
Autor:
Xiangchun Yu, Guoliang Xiong, Jianqing Wu, Jian Zheng, Miaomiao Liang, Liujin Qiu, Lingjuan Yu, Qing Xu
Publikováno v:
Complex & Intelligent Systems, Vol 10, Iss 5, Pp 6787-6804 (2024)
Abstract Knowledge Distillation has shown promising results for classifying skin lesions in dermatology images. Traditional knowledge distillation typically involves the student model passively mimicking the teacher model's knowledge. We propose util
Externí odkaz:
https://doaj.org/article/2c246494331b4a43a26945cc8569ca91
Autor:
Miaomiao Liang, Xianhao Zhang, Xiangchun Yu, Lingjuan Yu, Zhe Meng, Xiaohong Zhang, Licheng Jiao
Publikováno v:
International Journal of Applied Earth Observations and Geoinformation, Vol 131, Iss , Pp 103979- (2024)
The success of vision Transformers (ViTs) relies heavily on the self-attention mechanism, which requires support from appropriate patch tokenization. However, hyperspectral image (HSI) often suffer from significant noise distortions and spectral unce
Externí odkaz:
https://doaj.org/article/e9fa3cb5d50a4d39a90f1974270e10d0
Autor:
Xiaohui Zhang, Ke Cui, Xiaobo Wen, Lianbin Li, Xiangchun Yu, Boling Li, Haichao Lin, Hongxuan He, Fengyang Wang
Publikováno v:
Microorganisms, Vol 10, Iss 8, p 1672 (2022)
Cattle are raised around the world and are frequently exposed to heat stress, whether in tropical countries or in regions with temperate climates. It is universally acknowledged that compared to those in temperate areas, the cattle breeds developed i
Externí odkaz:
https://doaj.org/article/0662203955074e2f94e693f8fa623290
Publikováno v:
Remote Sensing, Vol 14, Iss 13, p 3091 (2022)
To learn discriminative features, hyperspectral image (HSI), containing 3-D cube data, is a preferable means of capturing multi-head self-attention from both spatial and spectral domains if the burden in model optimization and computation is low. In
Externí odkaz:
https://doaj.org/article/7af73d0e77b3482c9d81f052540ae4ae
Publikováno v:
Complexity, Vol 2020 (2020)
Numerous human actions such as “Phoning,” “PlayingGuitar,” and “RidingHorse” can be inferred by static cue-based approaches even if their motions in video are available considering one single still image may already sufficiently explain a
Externí odkaz:
https://doaj.org/article/dd39402d644b41e198256d1c9c7005e3
Publikováno v:
Remote Sensing, Vol 14, Iss 1, p 79 (2021)
Hyperspectral images (HSIs), acquired as a 3D data set, contain spectral and spatial information that is important for ground–object recognition. A 3D convolutional neural network (3DCNN) could therefore be more suitable than a 2D one for extractin
Externí odkaz:
https://doaj.org/article/eaffe36c6cd84a57aa892e04532ca8a9
Publikováno v:
Complexity, Vol 2018 (2018)
We investigate a novel way of robust face image feature extraction by adopting the methods based on Unsupervised Linear Subspace Learning to extract a small number of good features. Firstly, the face image is divided into blocks with the specified si
Externí odkaz:
https://doaj.org/article/060be916c54b480b8d2fdca4ddd70edc
Publikováno v:
Journal of Applied Mathematics, Vol 2014 (2014)
In this paper, we proposed a new building recognition method named subregion’s multiscale gist feature (SM-gist) extraction and corresponding columns information based dimensionality reduction (CCI-DR). Our proposed building recognition method is p
Externí odkaz:
https://doaj.org/article/6dff05c6472d4d5787a94a191da2ae1f
Publikováno v:
PLoS ONE, Vol 7, Iss 8, p e43738 (2012)
Homing endonucleases encoded in a group I self-splicing intron in a protein-coding gene in cyanophage genomes have not been reported, apart from some free-standing homing edonucleases. In this study, a nicking DNA endonuclease, I-PfoP3I, encoded in a
Externí odkaz:
https://doaj.org/article/eb741b88e18f4343afbba4551f06fa69
Autor:
Shanping He, Guihong Tan, Qian Liu, Kuowei Huang, Jiao Ren, Xu Zhang, Xiangchun Yu, Ping Huang, Chengcai An
Publikováno v:
PLoS ONE, Vol 6, Iss 4, p e18750 (2011)
Hypersensitive cell death, a form of avirulent pathogen-induced programmed cell death (PCD), is one of the most efficient plant innate immunity. However, its regulatory mechanism is poorly understood. AtLSD1 is an important negative regulator of PCD
Externí odkaz:
https://doaj.org/article/fb2474737143468e9bb4926b5820bc16