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- 저자 : Changjun Zou (검색결과 5 건)
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Cascaded Residual Densely Connected Network for Image Super-Resolution
Changjun Zou,Lintao Ye 한국인터넷정보학회 2022 KSII Transactions on Internet and Information Syst Vol.16 No.9
Image super-resolution (SR) processing is of great value in the fields of digital image processing, intelligent security, film and television production and so on. This paper proposed a densely connected deep learning network based on cascade architecture, which can be used to solve the problem of super-resolution in the field of image quality enhancement. We proposed a more efficient residual scaling dense block (RSDB) and the multi-channel cascade architecture to realize more efficient feature reuse. Also we proposed a hybrid loss function based on L1 error and L∞ error to achieve better L∞ error performance. The experimental results show that the overall performance of the network is effectively improved on cascade architecture and residual scaling. Compared with the residual dense net (RDN), the PSNR / SSIM of the new method is improved by 2.24% / 1.44% respectively, and the L∞ performance is improved by 3.64%. It shows that the cascade connection and residual scaling method can effectively realize feature reuse, improving the residual convergence speed and learning efficiency of our network. The L∞ performance is improved by 11.09% with only a minimal loses of 1.14% / 0.60% on PSNR / SSIM performance after adopting the new loss function. That is to say, the L∞ performance can be improved greatly on the new loss function with a minor loss of PSNR / SSIM performance, which is of great value in L∞ error sensitive tasks.
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Wenjing Chen,Changjun Zou,Yuan Liu,Xiaoke Li 한국공업화학회 2017 Journal of Industrial and Engineering Chemistry Vol.56 No.-
In this work, the degradation efficiencies of bisphenol A (BPA) by Fenton reaction were comparedsystematically with varying cyclodextrins. The results showed that the removal rate of BPA displays aconsiderable increase by Fenton reaction in presence of b-cyclodextrin (b-CD) and its derivatives. Specifically, 98 2% and 89 2% of BPA was removed with carboxymethyl-b-cyclodextrin (CMCD) andb-CD, respectively. Additionally, to understand the reaction mechanism, the structure activity ofcyclodextrins with substrate and the kinetic of Fenton reaction with cyclodextrins have beeninvestigated. Results showed that the structure activity was the major role for cyclodextrins in thissystem.
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Yujie Hu,Changjun Zou,Tingting Xiong,Huihui Wang 한국공업화학회 2023 Journal of Industrial and Engineering Chemistry Vol.128 No.-
In this work, a facile one-pot method was used to synthesize the co-modified carbon nanotube adsorbent(CB/MMCNT) of cucurbit[7]uril and Fe3O4. A series of characterizations were utilized to confirm the successfulsynthesis of the adsorbent. VSM and separation experiments demonstrated that the adsorbentexhibited excellent magnetic separation performance and could achieve rapid separation within 30 s. BET results show that the adsorbent has excellent specific surface area (67.438 m2/g). Subsequently, threecationic dyes, namely Methylene blue (MB), Malachite green (MG), and Gentian violet (GV), were utilizedin batch adsorption experiments. A strong adsorption effect on cations is exerted by the adsorbentthrough hydrogen bonds, electrostatic interactions, p-p conjugation effects and hydrophobic interactions. Under the optimal conditions (pH = 6, T = 300 min, C0 = 1000 mg/L), the maximum adsorptioncapacity of CB/MMCNT to MB, MG, and GV was 851.5 mg/g, 720.2 mg/g, and 563.4 mg/g. The adsorptiondata could be well fitted by both the pseudo-second-order kinetic model (R2 > 0.99) and Langmuir isothermmodel (R2 > 0.99). Thermodynamic data indicated that the adsorption process was spontaneousand endothermic. Moreover, the cyclic reuse performance of CB/MMCNT was evaluated through 7 cyclesof recycling experiments, which demonstrated that it maintained a high dye removal rate (MB 84%, MG78%, GV 81%), indicating its excellent reusability. Additionally, CB/MMCNT still maintained its impressivecationic dye removal performance (MB 95.8%, MG 92.7%, GV 92.2%) when tested in practical water environments. Overall, CB/MMCNT is a promising, environmentally friendly, efficient, and sustainable adsorbentfor removing cationic dyes.
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Mingfeng Xiang,Yanqun Huang,Changjun Dai,Gaode Zou 대한약학회 2021 Archives of Pharmacal Research Vol.44 No.2
MicroRNA(miR)-340 is known as a multifunctionalmiRNA related to various types of cancer while itsrole in renal cell carcinoma (RCC) remains to be furtherinvestigated. In the present study, an apparent increase inmiR-340 expression was observed in both clear cell RCCtissues and RCC cell line 786-O and Caki-1. Functionally,the overexpression of miR-340 promoted cell proliferation,migration, invasion, extracellular alanine (Ala) level, andglycolysis level in 786-O cells. Then, frizzled class receptor3 (FZD3) was determined as the target gene of miR-340 andits expression level was negatively regulated by miR-340. The FZD3 silencing abrogated the inhibitory eff ect of miR-340 knockdown on cell proliferation, migration, invasion,Ala level, and glycolysis level in 786-O cells. In conclusion,miR-340 promotes proliferation, migration, and invasion ofRCC cells via suppressing FZD3 expression, and the promotioneff ect of miR-340 on RCC progression may be due to itsregulatory eff ect on glycolysis and Ala level.
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Jinrong Jiang,Xuze Hu,Meiying Huang,Guoxin Lan,Lian Ma,Jiahui Lin,Junsheng Qi,Changjun Zou 한국공업화학회 2023 Journal of Industrial and Engineering Chemistry Vol.127 No.-
A facile and efficient strategy was introduced to prepare p-tolylsulfonyl-b-cyclodextrin (TsO-b-CD). Subsequently, the smart and recyclable Fe3O4@APTES-b-CD nanoparticles were prepared via betweenFe3O4@APTES and TsO-b-CD. And then, the structures of TsO-b-CD and Fe3O4@APTES-b-CD were characterizedand analyzed. Finally, the Fe3O4@APTES-b-CD nanoparticles was utilized as a heterogeneousFenton-like catalyst. The catalytic performance of Fe3O4@APTES-b-CD for 2-chloro-4-nitrophenol (4-C-2-NP) were assessed and studied. Accordingly, the degradation process of 4-C-2-NP fitted the pseudofirst-order kinetics model. In the meantime, the catalytic activity of Fe3O4@APTES-b-CD was higher thanthat of Fe3O4@APTES-a-CD or Fe3O4@APTES-c-CD. More importantly, the Fe3O4@APTES-b-CD possessedgood regeneration and reuse ability. In addition, the possible reaction route and degradation mechanismwere proposed with synergistic effects. Consequently, the Fe3O4@APTES-b-CD can potentially serve as asmart and recyclable heterogeneous Fenton-like catalyst.
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