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61.
公开(公告)号:US20230122985A1
公开(公告)日:2023-04-20
申请号:US17909780
申请日:2020-08-27
Applicant: Nanjing University of Science and Technology
Inventor: Shijie FENG , Qian CHEN , Chao ZUO , Yuzhen ZHANG , Jiasong SUN , Yan HU , Wei YIN , Jiaming QIAN
IPC: G06N3/094 , G06N3/0475 , G06N3/048 , G06V10/44
Abstract: The invention discloses a single-frame fringe pattern analysis method based on multi-scale generative adversarial network. A multi-scale generative adversarial neural network model is constructed and a comprehensive loss function is applied. Next, training data are collected to train the multi-scale generative adversarial network. During the prediction, a fringe pattern is fed into the trained multi-scale network where the generator outputs the sine term, cosine term, and the modulation image of the input pattern. Finally, the arctangent function is applied to compute the phase. When the network is trained, the parameters of the network do not need to manually tune during the calculation. Since the input of the neural network is only a single fringe pattern, the invention provides an efficient and high-precision phase calculation method for moving objects.
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公开(公告)号:US20230071700A1
公开(公告)日:2023-03-09
申请号:US17697874
申请日:2022-03-17
Applicant: Nanjing University of Science and Technology
Inventor: Weiqing HAN , Kajia WEI , Xu YIN , Jie ZHANG , Lu WANG , Zijie ZHOU , Xiaodong LIU , Xiuyun SUN , Jiansheng LI , Jinyou SHEN
Abstract: An electrode includes a microporous titanium substrate coated with a catalytic layer, and the catalytic layer includes magnetic SnO2—Sb particles. The magnetic SnO2—Sb particles are attached to the microporous titanium substrate through an external magnetic field. The microporous titanium substrate includes a plurality of membrane pores having a pore size of 5-50 μm that is smaller than a particle size of the magnetic SnO2—Sb particles.
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公开(公告)号:US20220402791A1
公开(公告)日:2022-12-22
申请号:US17883032
申请日:2022-08-08
Applicant: NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY , ZHENRUN ENVIRONMENTAL SCIENCE AND TECHNOLOGY CO., LTD.
Inventor: Jinyou SHEN , Hebing ZHANG , Jing WANG , Junfeng HE , Xinbai JIANG , Hong WANG , Cheng HOU , Xiaodong LIU
Abstract: The present invention relates to the technical field of wastewater treatment, and discloses a bioaugmentation treatment process for lithium battery producing wastewater. The method comprises the following steps: 1) introducing wastewater into a hydrolytic acidification tank, and adding Enterobacter sp. NJUST50 and activated sludge to the hydrolytic acidification tank for hydrolytic acidification treatment; 2) introducing the effluent into an anoxic tank, and adding Enterobacter sp. NJUST50 and anaerobic activated sludge for anoxic treatment; 3) introducing the effluent into an aerobic tank, and adding Enterobacter sp. NJUST50 and aerobic activated sludge for aerobic treatment; 4) introducing the effluent into an anoxic filter tank, and adding Enterobacter sp. NJUST50 and anaerobic activated sludge to the filter tank for treatment; and 5) introducing the effluent into a biological aerated filter tank, and adding a sludge mixture of Enterobacter sp. NJUST50 with aerobic activated sludge to the filter tank for treatment.
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公开(公告)号:US20220366552A1
公开(公告)日:2022-11-17
申请号:US17766088
申请日:2020-08-18
Applicant: NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY
Inventor: Qian CHEN , Yao FAN , Chao ZUO , Jiasong SUN , Xiangpeng PAN , Shijie FENG , Yuzhen ZHANG , Guohua GU , Jiaji LI , Jialin ZHANG
Abstract: A single-shot differential phase contrast quantitative phase imaging method based on color multiplexing illumination. A color multiplexing illumination solution is used to realize single-shot differential phase contrast quantitative phase imaging. In the single-shot color multiplexing illumination solution, three illumination wavelengths of red, green, and blue are used to simultaneously illuminate a sample, and the information of the sample in multiple directions is converted into intensity information on different channels of a color image. By performing channel separation on this color image, the information about the sample at different spatial frequencies can be obtained. Such a color multiplexing illumination solution requires only one acquired image, thus enhancing the transfer response of the phase transfer function of single-shot differential phase contrast imaging in the entire frequency range, and achieving real-time dynamic quantitative phase imaging with a high contrast, a high resolution, and a high stability. In addition, an alternate illumination strategy is provided, so that a completely isotropic imaging resolution at the limit acquisition speed of the camera can be achieved.
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65.
公开(公告)号:US11487096B2
公开(公告)日:2022-11-01
申请号:US17294322
申请日:2019-07-05
Applicant: Nanjing University of Science and Technology
Inventor: Qian Chen , Chao Zuo , Yao Fan , Jiasong Sun , Jiaji Li , Shijie Feng , Yuzhen Zhang
Abstract: The patent discloses a differential phase contrast (DPC) quantitative phase microscopy method based on the optimal illumination pattern design. Firstly, the optimal illumination pattern corresponding to the isotropic phase transfer function of DPC quantitative phase imaging is derived, which is determined as a semi-annular illumination pattern with the illumination numerical aperture NAill equal to the numerical aperture NAobj of the objective lens. The illumination intensity distribution varies with the cosine of the illumination angle, and it can be expressed as S(θ)=cos(θ). This patent effectively compensates for the frequency loss of phase transfer, not only the high-frequency responses of PTF are enhanced, but also the transfer responses of low-frequency phase information is significantly improved. As a result, the optimal illumination scheme ensures the correctness and achieves high resolution phase reconstruction, while the number of illuminations is reduced to a minimum of two, which greatly increases the imaging speed, allowing for real-time dynamic, high-correctness, high-resolution phase imaging results.
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公开(公告)号:US20220092751A1
公开(公告)日:2022-03-24
申请号:US17422455
申请日:2020-01-02
Applicant: Nanjing University of Science and Technology
Inventor: Longquan DAI , Jingru WANG , Jinhui TANG
Abstract: The present invention provides an efficient hardware guided filtering method for use in solving a multi-label problem. The method includes the following steps: inputting an input guidance of a multi-label image; defining an efficient hardware guided filtering (HGF) model; calculating a vector by a customized matrix inversion operation; inputting guidance through a mapping program for adding up result of each channel to form a polynomial guidance, and introducing nonlinearity into the linear model; and obtaining a filtering result in an efficient hardware mode by element-wise calculation and box filtering.
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67.
公开(公告)号:US20210356258A1
公开(公告)日:2021-11-18
申请号:US17280464
申请日:2019-07-05
Applicant: Nanjing University of Science and Technology
Inventor: Qian CHEN , Chao ZUO , Shijie FENG , Yuzhen ZHANG , Guohua GU
Abstract: The invention discloses a deep learning-based temporal phase unwrapping method for fringe projection profilometry. First, four sets of three-step phase-shifting fringe patterns with different frequencies (including 1, 8, 32, and 64) are projected to the tested objects. The three-step phase-shifting fringe images acquired by the camera are processed to obtain the wrapped phase map using a three-step phase-shifting algorithm. Then, a multi-frequency temporal phase unwrapping (MF-TPU) algorithm is used to unwrap the wrapped phase map to obtain a fringe order map of the high-frequency phase with 64 periods. A residual convolutional neural network is built, and its input data are set to be the wrapped phase maps with frequencies of 1 and 64, and the output data are set to be the fringe order map of the high-frequency phase with 64 periods. Finally, the training dataset and the validation dataset are built to train and validate the network. The network makes predictions on the test dataset to output the fringe order map of the high-frequency phase with 64 periods. The invention exploits a deep learning method to unwrap a wrapped phase map with a frequency of 64 using a wrapped phase map with a frequency of 1 and obtain an absolute phase map with fewer phase errors and higher accuracy.
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公开(公告)号:US20210269837A1
公开(公告)日:2021-09-02
申请号:US17252168
申请日:2019-07-17
Applicant: NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY
Inventor: Mingjie JIN , Xiangxue CHEN , Xinchuan YUAN
IPC: C12P19/14
Abstract: A biomass pretreatment method is provided to improve the bio-digestibility of lignocellulosic biomass. This pretreatment method densifies biomass with alkaline or acidic chemical(s) to obtain densified biomass containing chemicals. Pretreatment effects are realized during densification. The chemicals in densified biomass further react with biomass during biomass storage and transportation to improve the pretreatment effects. Further treatment (e.g. stream) can also be applied to the densified biomass to achieve better effects. As chemicals are mixed well with biomass during densification and the biomass density is greatly increased, further treatment is of high efficiency and high solid loading. This pretreatment method is simple and the densified biomass with chemicals is resistant to microbial contamination/degradation and thus facilitates storage and transportation.
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公开(公告)号:US11106029B2
公开(公告)日:2021-08-31
申请号:US16496548
申请日:2018-02-26
Applicant: NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY
Inventor: Qian Chen , Chao Zuo , Jiasong Sun , Shijie Feng , Yuzhen Zhang , Guohua Gu
Abstract: An annular-irradiation high-resolution quantitative phase microimaging based on light intensity transfer equation is proposed here includes designing an annular aperture for the imaging system illumination; invoking the weak object approximation by using the parameters of annular illumination aperture and bright field microscopy to calculate a weak object optical transfer function (WOTF) on the basis of a partially coherent imaging theory; and collecting three intensity images by a camera and obtaining the quantitative phase image of object by resolving the light intensity transfer equation with a deconvolution algorithm.
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70.
公开(公告)号:US20240265520A1
公开(公告)日:2024-08-08
申请号:US18681461
申请日:2023-09-22
Applicant: NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY
Inventor: Zhishan GAO , Jianqiu MA , Qun YUAN , Yifeng SUN , Xiao HUO , Shumin WANG , Jiale ZHANG , Xiaoxin FAN
CPC classification number: G06T7/0006 , G01N21/8851 , G01N2021/8887 , G06T2207/10056 , G06T2207/20224 , G06T2207/30108
Abstract: The present disclosure discloses a microscopic non-destructive measurement method of a microstructure linewidth based on a translation difference, based on a conventional microscopic imaging method, a high-precision displacement platform is used to move a to-be-measured sample, one microscopic image of the sample is acquired before and after the displacement separately, subtraction is performed on the two image to obtain a differential image, a light intensity distribution function of the differential image is derived, data fitting is performed on the differential image, and a high-precision sample linewidth measurement result is obtained by using the characteristic of a high differential pulse positioning resolution. The linewidth measurement method of the present disclosure retains the advantages of intuitiveness, quickness, and non-destructive measurement of the microscopic imaging method, breaks through the microscopic imaging diffraction limit, and reducing the impact of uneven illumination and imaging system noise, thereby improving the linewidth measurement accuracy
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