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On the Translation of Detective Fictions from the Perspective of Narratology:A Case Study of Two Chinese Versions of A Study in Scarlet
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作者 YAN Xiao-shan ZHONG Yan-xin 《Journal of Literature and Art Studies》 2025年第12期903-910,共8页
Since its publication in 1887,Arthur Conan Doyle’s A Study in Scarlet has become one of the most influential works in detective fiction worldwide,renowned for its innovative narrative techniques,compelling plot,and d... Since its publication in 1887,Arthur Conan Doyle’s A Study in Scarlet has become one of the most influential works in detective fiction worldwide,renowned for its innovative narrative techniques,compelling plot,and deep engagement with themes of justice and morality.The novel has seen 311 Chinese publications,among which two translations stand out:Xieluoke Qian Kaichan translated by Lin Shu and Wei Yi in late Qing dynasty in 1914 and Xuezi Yanjiu,transalted by Ding Zhonghu and Yuan Dihua in the Reform and Opening-up era in 1981.This study examines these two significant Chinese translations from a narrative theory perspective.Lin’s version employs classical allusions and imaginative language,frequently uses internal focalization to enhance reader involvement,incorporates rhetorical embellishments,and reinterprets speeches through adaptation to intensify emotional and plot dynamics.In contrast,Din’s translation adopts vernacular language complemented by explanatory notes to provide cultural context,maintains the original focalization patterns,favors direct translation of dialogues to preserve stylistic authenticity,and adheres closely to the linear narrative structure of the source text.This study not only describes the different translation strategies across two defining historical periods but also contributes to a deeper understanding of how narrative voice,cultural positioning,and reader engagement are negotiated in the translation of classic detective fiction. 展开更多
关键词 translation of detective fiction A Study in Scarlet NARRATOLOGY translation criticism
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“More Like a Real Person Walking on a Thin Line”─On the Characterizational Shift of C.Auguste Dupin in Edgar Allan Poe’s Detective Stories
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作者 Billy Bin Feng Huang 《Journal of Literature and Art Studies》 2025年第10期737-749,共13页
This paper aims to examine the characterizational shift of C.Auguste Dupin in Edgar Allan Poe’s detective stories.First,Poe’s detective stories were written when the Enlightenment,which emphasizes Reason,was being e... This paper aims to examine the characterizational shift of C.Auguste Dupin in Edgar Allan Poe’s detective stories.First,Poe’s detective stories were written when the Enlightenment,which emphasizes Reason,was being embedded in the fabric of American culture.Meanwhile,beneath the Enlightenment was also an undercurrent of irrationality.In Poe’s“The Murders in the Rue Morgue”and“The Mystery of Marie Rogêt,”Dupin typifies a flat character standing for Reason/Good.However,in Poe’s“The Purloined Letter,”Dupin has been depicted as a round character;not only is he characterized a lot more vividly but also he bears striking resemblance to his opponent,Minister D.Namely,the dichotomous relationship between them has been erased,and Dupin has been portrayed more like a real person walking on the thin line between Good and Evil.Speaking of dissecting this characterizational shift of Dupin,I believe the key lies in the fact that Poe actually has taken an attitude of openness about Reason and Unreason,and that he has a way with opposing elements.In“The Murders in the Rue Morgue”and“The Mystery of Marie Rogêt,”Poe intends for Reason,represented by Dupin,to keep under control Unreason,represented by the criminals.In such a case,Dupin only needs to be a flat character representing Good/Reason.But in“The Purloined Letter,”Poe intends for Reason/Good and Unreason/Evil to be merged.Under such circumstances,Dupin will conveniently evolve into a round character. 展开更多
关键词 (C.Auguste)Dupin (Edgar Allan)Poe the characterization(al shift) detective stories
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浅评Detective、Marvel漫画公司超能英雄角色的特性与发展 被引量:1
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作者 陈恒 《广东工业大学学报(社会科学版)》 2010年第3期70-73,共4页
近年,超人、蝙蝠侠、蜘蛛侠、X战警、绿巨人、钢铁侠、神奇四侠等超能英雄角色频频出现在电影屏幕中,并在全球拥有巨大的票房。文章分析了超能英雄们设定方面的共同特点、创作的社会背景、及演变趋势,以寻找出超人们魅力永存的根源。
关键词 超能英雄 detective COMICS Marvel COMICS 漫画创作
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The Traits of Famous Fictional Detective Sherlock Holmes: On reading The Adventure of the Speckled Band
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作者 胡晓梅 《海外英语》 2014年第21期194-195,共2页
Sherlock Holmes is a fictional detective created by Sir Arthur Conan Doyle, the Scottish author and physician. As a London-based "consulting detective" whose abilities border on the fantastic, Holmes is famo... Sherlock Holmes is a fictional detective created by Sir Arthur Conan Doyle, the Scottish author and physician. As a London-based "consulting detective" whose abilities border on the fantastic, Holmes is famous for his astute logical reasoning, his ability to adopt almost any disguise, and his use of forensic science skills to solve difficult cases. The paper tries to analyze the characteristics of the Holmes and how did Holmes observe evidences and analyze clues. 展开更多
关键词 SHERLOCK HOLMES detective story HUMANISTIC concern
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Detective Story is "A Kind of Intellectual Game"
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作者 汪凤 《海外英语》 2013年第13期222-224,共3页
Compared with other kinds of fiction,detective story is a kind of fiction with different characteristics,it involves a process of thinking,analysis,inference,interaction.This passage mainly discusses detective story&#... Compared with other kinds of fiction,detective story is a kind of fiction with different characteristics,it involves a process of thinking,analysis,inference,interaction.This passage mainly discusses detective story's characteristics as a kind of intellectual game and reader's psychology during reading. 展开更多
关键词 detective STORY PSYCHOLOGY INTELLECTUAL GAME
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The Shifting Relationship Between Author and Reader in Detective Genres
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作者 杨喆 《疯狂英语(理论版)》 2016年第3期239-241,共3页
This paper,in the frame of Barthes and Foucault's ideas about the"Author",explores the complicated relationship between the author and reader by comparing the classical detective story,Edgar Allen Poe... This paper,in the frame of Barthes and Foucault's ideas about the"Author",explores the complicated relationship between the author and reader by comparing the classical detective story,Edgar Allen Poe's The Murder in the Rue Morgue,and the metaphysical detective story,Paul Auster'City of Glass and Umberto Eco's The Name of the Rose.These two stories investigate the perspectives;the story of crime and the story of investigation. 展开更多
关键词 AUTHOR READER Shifting Relationship detective Genres
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Establishment and application of detective method of anti-body absorbing red blood cell ARBC) by flow cytometer (FCM)
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《中国输血杂志》 CAS CSCD 2001年第S1期374-,共1页
关键词 BODY FCM by flow cytometer Establishment and application of detective method of anti-body absorbing red blood cell ARBC CELL flow
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Seeing Returned Colonials and Poor Whites:Retributive Ghosts in Conan Doyle’s Detective Stories
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作者 Ming-fong Wang 《Journal of Literature and Art Studies》 2018年第12期1635-1644,共10页
In Conan Doyle’s detective stories mainly including“The Resident Patient,”“The Gloria Scott,”“The Adventure of Blanched Soldier,”and“The Crooked Man,”featuring the master sleuth character Sherlock Holmes,he d... In Conan Doyle’s detective stories mainly including“The Resident Patient,”“The Gloria Scott,”“The Adventure of Blanched Soldier,”and“The Crooked Man,”featuring the master sleuth character Sherlock Holmes,he depicts the return of the colonials from British colonies,mostly India,with physically deformed or ravaged body and traumatic past that haunt and trouble his characters’present life.Doyle allegorically uses returned colonials or poor whites who turn into figures of retributive ghosts that function as pathetic memories and inner fears from British colonies.The seeing of ghostly figures and haunting past events delineated in these stories cause characters’sense of uncanny horror and remind them of their past trauma.These monstrous returned colonials or poor whites often create a fear and a social menace that must be appropriately dealt with when the master sleuth is commissioned to pin down the truth of client’s cases.Why are these bodies of ghostly figures so“irregular”and ravaged?What do these deformities signify?How can returned colonial’s or poor white’s traumatic past be related to retributive ghost?This paper attempts to probe into these issues in order to find out possible answers. 展开更多
关键词 Conan Doyle SHERLOCK HOLMES detective POOR white returned colonial
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Railway, Mobility, and Horror: Conan Doyle's Mystery and Detective Stories
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作者 Ming-fong Wang 《Journal of Literature and Art Studies》 2015年第8期573-582,共10页
Sir Arthur Conan Doyle wrote many mystery and detective stories from 1890s to 1910s, years saw the advancement of powerful modem science and technology, especially inventions of transportation means or machines that a... Sir Arthur Conan Doyle wrote many mystery and detective stories from 1890s to 1910s, years saw the advancement of powerful modem science and technology, especially inventions of transportation means or machines that accelerate mobility power in late-Victorian and Edwardian society. In some of these mystery or detective stories especially featuring the well-known sleuth Sherlock Holmes, Doyle tended to integrate an early subject's experience of shrunken space and reduced time into an unknown fear by delineating his characters who perceive horror and nervousness while facing or riding on a railway transportation, including mainly the steam railway in mysterious tales like "The Lost Special" and "The Man with the Watches" as well as in detective stories like "The Adventure of the Engineer's Thumb", "The Adventure of Bruce-Partington Plan", "Valley of Fear" and several others. How can this spatiotemporal mobility be connected to mysterious affairs which lead Doyle's quasi-detective characters and police power to spring into investigative action? Railway, mobility, and horror are woven together into a driving force that facilitates our geographical and forensic exploration of Doyle's stories. 展开更多
关键词 Conan Doyle detective RAILWAY MOBILITY HORROR
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Formulas of Edgar Allan Poe’s Detective Story
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作者 武耀萍 《海外英语》 2019年第14期243-244,共2页
Allan Poe has been deemed as the founder of modern detective story. This paper mainly talks about his contributions tomake this new genre a formal sub-genre of literature. Techniques he used in his short stories, lock... Allan Poe has been deemed as the founder of modern detective story. This paper mainly talks about his contributions tomake this new genre a formal sub-genre of literature. Techniques he used in his short stories, locked-room murder and the arm-chair detective, have become the classical conventions of detective story. The eccentric but brilliant protagonist, Auguste Dupin inhis story, has become a model of the later detectives. Poe has also contributed to define the detective story as some kind of intellec-tual game, the plot of which concentrates on the process of investigation. 展开更多
关键词 detective STORY Allan POE Mode locked-room MURDER ARMCHAIR detective
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An Analysis of Agencies in the Field of Taiwan region of China Detective Novels Production
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作者 Rayjing Liou 《Journalism and Mass Communication》 2017年第11期598-618,共21页
Since 2000 A.D.,lots of translated detective novels have being published in Taiwan,China,which demonstrates that detective novel is popular in Taiwan,China,but there are seldom local detective novels to be published.T... Since 2000 A.D.,lots of translated detective novels have being published in Taiwan,China,which demonstrates that detective novel is popular in Taiwan,China,but there are seldom local detective novels to be published.Through the theory of field of cultural production by Pierre Bourdieu,the paper analyzed how the creators and cultural intermediaries’form of capitals and aesthetics construct the mechanism of the publishing industry,and how the market of detective novels in Taiwan,China are dominated by foreign products.The study adopted second documentary analysis and in-depth interview.The former is to calculate the published detective novels from 2001 to September 2015 sold in the dominant on-line bookstore,Books.com.tw,in Taiwan,China,while the latter is to interview 15 related agencies included writers,editors,translators,and a manager of bookstore.The results contain three following issues.Firstly,local production has re-started since 1980’s after a long-time decline.Considering the large cost to cultivate local writers,Taiwan region of China publishers prefer to produce well-known foreign works.Secondly,literary awards are the vital way in the production of local works.The writers receive symbolic capital through awards,and even obtain more opportunities to publish their works or cooperate with other related organization,which means the acquirement of social capital.Finally,the market of local detective novels is forced to be the field of restricted production as a result of supplanted by translated novels.As a consequence,the production of local detective novels becomes popular literature of niche market. 展开更多
关键词 detective novel the field of CULTURAL PRODUCTION
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Exploration on the Pattern of Image in Edgar Allan Poe's Detective Story
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作者 季枫吟 《海外英语》 2011年第11X期246-247,共2页
Despite of only producing five ratiocinative tales in the whole life,Edgar Allan Poe is acknowledged as the "father of the detective story".In those tales,Poe portrays the hero Dupin who is the first detecti... Despite of only producing five ratiocinative tales in the whole life,Edgar Allan Poe is acknowledged as the "father of the detective story".In those tales,Poe portrays the hero Dupin who is the first detective image in the history of the western literature vividly.Based on the stories in which Dupin appeared,concerns on the creation of Dupin,the analysis of his features and the function of the setting fellows,like friend and police,summarizing the traditional image pattern of detective stories created by Poe,revealing the great influence Poe had on the development of detective literature,even on the literature of the whole world. 展开更多
关键词 Edgar Allan POE detective STORY PATTERN IMAGE Dupin
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中国丹顶鹤迁徙路线湿地景观格局演化模式及其驱动因素
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作者 尹梓烨 那晓东 《生态学报》 北大核心 2026年第4期1800-1814,共15页
探究丹顶鹤迁徙路线上的湿地景观格局演化模式及驱动因素,有利于构建促进物种迁徙的生态廊道、科学制定湿地修复策略、维护湿地生态系统稳定。以丹顶鹤迁徙路线上的湿地为对象,获取1990—2020年共七期土地利用/覆被数据,基于改进过后的... 探究丹顶鹤迁徙路线上的湿地景观格局演化模式及驱动因素,有利于构建促进物种迁徙的生态廊道、科学制定湿地修复策略、维护湿地生态系统稳定。以丹顶鹤迁徙路线上的湿地为对象,获取1990—2020年共七期土地利用/覆被数据,基于改进过后的景观格局状态与演化识别模型(SEDM)研究湿地格局演化模式的时空分布特征,并利用地理探测器分析其驱动因素。结果表明:(1)1990—2015年间湿地面积减少了7994km^(2),湿地萎缩严重,大量湿地转化为耕地、人工表面。2015—2020年湿地面积增加,而转入湿地的主要类型为耕地、水域和林地。(2)湿地景观格局的演化具有明显的阶段性特征,1990—2000年间湿地格局演化以破碎类型为主,收缩与减少模式占主导;2000—2015年湿地面积减少趋势放缓,发生演化的格网数量显著减少,湿地格局演化模式由减少模式向新增模式过渡;2015—2020年湿地景观格局演化以扩张类型为主,增加与新增演化模式为主导,湿地得到有效恢复。(3)湿地格局演化频数较高的区域集中在东北松嫩平原、三江平原、黄河三角洲与盐城滨海地区,气温、降水和耕地对湿地格局演化影响最为显著。其中在东北地区的松嫩和三江平原湿地格局演化频繁主要受气候变化、耕地扩张影响,而黄河三角洲和盐城湿地格局演化主要受人类活动的影响。总体来看,气候变化虽然是湿地格局演化的关键因素,但湿地格局演化从破碎转向扩张模式,主要是受人为因素的驱动。 展开更多
关键词 湿地 the state-and-evolution detection models(SEDM)模型 景观格局演化模式 地理探测器 丹顶鹤
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Global-local feature optimization based RGB-IR fusion object detection on drone view 被引量:1
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作者 Zhaodong CHEN Hongbing JI Yongquan ZHANG 《Chinese Journal of Aeronautics》 2026年第1期436-453,共18页
Visible and infrared(RGB-IR)fusion object detection plays an important role in security,disaster relief,etc.In recent years,deep-learning-based RGB-IR fusion detection methods have been developing rapidly,but still st... Visible and infrared(RGB-IR)fusion object detection plays an important role in security,disaster relief,etc.In recent years,deep-learning-based RGB-IR fusion detection methods have been developing rapidly,but still struggle to deal with the complex and changing scenarios captured by drones,mainly due to two reasons:(A)RGB-IR fusion detectors are susceptible to inferior inputs that degrade performance and stability.(B)RGB-IR fusion detectors are susceptible to redundant features that reduce accuracy and efficiency.In this paper,an innovative RGB-IR fusion detection framework based on global-local feature optimization,named GLFDet,is proposed to improve the detection performance and efficiency of drone-captured objects.The key components of GLFDet include a Global Feature Optimization(GFO)module,a Local Feature Optimization(LFO)module and a Channel Separation Fusion(CSF)module.Specifically,GFO calculates the information content of the input image from the frequency domain and optimizes the features holistically.Then,LFO dynamically selects high-value features and filters out low-value features before fusion,which significantly improves the efficiency of fusion.Finally,CSF fuses the RGB and IR features across the corresponding channels,which avoids the rearrangement of the channel relationships and enhances the model stability.Extensive experimental results show that the proposed method achieves the best performance on three popular RGB-IR datasets Drone Vehicle,VEDAI,and LLVIP.In addition,GLFDet is more lightweight than other comparable models,making it more appealing to edge devices such as drones.The code is available at https://github.com/lao chen330/GLFDet. 展开更多
关键词 Object detection Deep learning RGB-IR fusion DRONES Global feature Local feature
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Automated Pipe Defect Identification in Underwater Robot Imagery with Deep Learning 被引量:1
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作者 Mansour Taheri Andani Farhad Ameri 《哈尔滨工程大学学报(英文版)》 2026年第1期197-215,共19页
Underwater pipeline inspection plays a vital role in the proactive maintenance and management of critical marine infrastructure and subaquatic systems.However,the inspection of underwater pipelines presents a challeng... Underwater pipeline inspection plays a vital role in the proactive maintenance and management of critical marine infrastructure and subaquatic systems.However,the inspection of underwater pipelines presents a challenge due to factors such as light scattering,absorption,restricted visibility,and ambient noise.The advancement of deep learning has introduced powerful techniques for processing large amounts of unstructured and imperfect data collected from underwater environments.This study evaluated the efficacy of the You Only Look Once(YOLO)algorithm,a real-time object detection and localization model based on convolutional neural networks,in identifying and classifying various types of pipeline defects in underwater settings.YOLOv8,the latest evolution in the YOLO family,integrates advanced capabilities,such as anchor-free detection,a cross-stage partial network backbone for efficient feature extraction,and a feature pyramid network+path aggregation network neck for robust multi-scale object detection,which make it particularly well-suited for complex underwater environments.Due to the lack of suitable open-access datasets for underwater pipeline defects,a custom dataset was captured using a remotely operated vehicle in a controlled environment.This application has the following assets available for use.Extensive experimentation demonstrated that YOLOv8 X-Large consistently outperformed other models in terms of pipe defect detection and classification and achieved a strong balance between precision and recall in identifying pipeline cracks,rust,corners,defective welds,flanges,tapes,and holes.This research establishes the baseline performance of YOLOv8 for underwater defect detection and showcases its potential to enhance the reliability and efficiency of pipeline inspection tasks in challenging underwater environments. 展开更多
关键词 YOLO8 Underwater robot Object detection Underwater pipelines Remotely operated vehicle Deep learning
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Establishment of a quintuple PCR detection method for ginger soil-borne pathogens
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作者 YANG Wei-chao LAN Da-yu +5 位作者 HUANG Hao WEN Jun-li LI Hong-lei CHE Jiang-lü ZHOU Sheng-mao YUAN Gao-qing 《南方农业学报》 北大核心 2026年第2期474-485,共12页
【Objective】This study aimed to establish a quintuple PCR method for rapid and simultaneous detection of Ralstonia solanacearum,Fusarium spp.,Pectobacterium spp.,Enterobacter spp.,and Pythium spp.,which provided tech... 【Objective】This study aimed to establish a quintuple PCR method for rapid and simultaneous detection of Ralstonia solanacearum,Fusarium spp.,Pectobacterium spp.,Enterobacter spp.,and Pythium spp.,which provided technical support for early diagnosis of various soil-borne diseases on ginger.【Method】For five types of soil-borne pathogens causing ginger bacterial wilt and rhizome rot,specific primer combinations were designed and screened,the optimal quintuple reaction system was established by exploring optimal primer concentrations,annealing temperature,and sensitivity,and was applied to detect field plant samples to verify its utility.【Result】Specific primers pairs Rs1F/Rs1R,En1F/En1R,and Py1F/Py1R were designed according to flic gene of Ralstonia solanacearum,rpoB gene of Enterobacter spp.,and 18S rDNA of Pythium spp.,and combined with reported Fusarium spp.specific primers Fu3/Fu4 and specific primers 23SPecF/23SPecR of Pectobacterium spp.,a quintuple PCR reaction system for ginger soil-borne pathogens has been established(25.00μL):above primer dosage was 1.20,0.20,0.60,1.60,and 0.15μL respectively;2×PCR Mix 12.50μL;DNA templates of different pathogens were 1.00μL each;added ddH_(2)O to 25.00μL.Annealing temperature was optimized to 55.4℃.The specific fragments with sizes of 516,370,266,207,and 159 bp could be amplified simultaneously in the established quintuple PCR system,and the detection limit of this system for Ralstonia solanacearum,Enterobacter spp.and Pythium spp.reached 10^(-1)pg/μL,for Fusarium spp.and Pectobacterium spp.was 1 pg/μL,and for detecting five pathogens simultaneously was 10^(3)pg/μL.The multiplex PCR system established in this study could successfully detect the diseased plant samples from the field.【Conclusion】The quintuple PCR system established is able to rapid ly and accurately detect Ralstonia solanacearum,Fusarium spp.,Pectobacterium spp.,Enterobacter spp.,and Pythium spp.,which provides a useful tool for timely diagnosis and epidemic monitoring of various soil-borne diseases of ginger. 展开更多
关键词 GINGER soil-borne pathogen quintuple PCR detection system epidemic monitoring
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Dual-Signal Colorimetric/Fluorescent Detection of Vibrio parahaemolyticus in Seafood Using a Multifunctional Aptamer-Conjugated Magnetic Covalent Organic Framework-CuO/Au Nanozyme
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作者 SUN Di YANG Xuewen +6 位作者 WANG Hui LIN Hongyong HE Xiaoxia HUO Zhenting LIU Yu YU Zhongjie JIANG Wei 《食品科学》 北大核心 2026年第6期23-40,共18页
In this study,a multifunctional aptamer-conjugated magnetic covalent organic framework(COF)-CuO/Au nanozyme(MCOF-CuO/Au@apt)was developed as a“three-in-one”platform for dual-signal colorimetric and fluorescent detec... In this study,a multifunctional aptamer-conjugated magnetic covalent organic framework(COF)-CuO/Au nanozyme(MCOF-CuO/Au@apt)was developed as a“three-in-one”platform for dual-signal colorimetric and fluorescent detection of Vibrio parahaemolyticus.The nanozyme integrated magnetic separation,peroxidase-like catalytic activity,and specific target recognition through an aptamer-based strategy.Upon binding to V.parahaemolyticus,the catalytic oxidation of tetra-aminophenylethylene(TPE-4A)by the nanozyme was selectively inhibited,resulting in distinct colorimetric and fluorescent signals that significantly enhanced the detection accuracy and reliability.The proposed method exhibited high sensitivity,with limits of detection(LOD)of 21 and 7 CFU/mL for the colorimetric and fluorescent assays,respectively.The performance of this method was validated using real seafood samples,including Penaeus vannamei,Mytilus coruscus,and Crassostrea gigas,which showed high recovery rates(101.11%-107.30%)and excellent reproducibility.The system also demonstrated strong specificity and accuracy under various conditions,confirming its robustness and practical applicability.Collectively,this innovative platform presents a promising solution for the rapid,versatile,and sensitive detection of V.parahaemolyticus in seafood,with considerable potential to advance food safety diagnosis and on-site monitoring. 展开更多
关键词 Vibrio parahaemolyticus dual-signal detection aptamer-based nanozyme magnetic covalent organic framework seafood safety
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Intelligent analysis of direct coal liquefaction diesel components by near-infrared spectroscopy
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作者 WANG Xiwu LI Haowei +4 位作者 QI Zhendong WANG Xingbao FENG Jie ZHU Yimeng LI Wenying 《燃料化学学报(中英文)》 北大核心 2026年第4期17-28,共12页
Diesel accounts for over 60%of the products derived from direct coal liquefaction(DCL).Compared to petroleum-based diesel,DCL diesel exhibits a cetane number ranging from 30 to 40,which fails to meet the automotive di... Diesel accounts for over 60%of the products derived from direct coal liquefaction(DCL).Compared to petroleum-based diesel,DCL diesel exhibits a cetane number ranging from 30 to 40,which fails to meet the automotive diesel standard requirement of≥45.Therefore,rapid and accurate analysis of its chemical composition is crucial for property optimization to meet fuel specifications by component blending.Thought traditional methods like gas chromatography offer high accuracy,they are unsuitable for rapid online analysis under industrial conditions.Near-infrared(NIR)spectroscopy can provide advantages in rapid,non-destructive analysis.Its application however,is limited by the complexity of spectral data interpretation.Machine learning(ML)is effective method for extracting valuable information from spectra and establishing high-precision prediction models.This study integrates NIR spectroscopy with ML to construct a spectral-composition database for DCL diesel.Feature extraction was performed using the correlation coefficient and mutual information methods to screen key wavelength variables and reduce data dimensionality.Subsequently,the predictive performance of three ML models—Lasso,SVR and XGBoost—was compared.Results indicate that excluding spectral data with absorbance greater than 1 significantly enhances model accuracy,increasing the test set R^(2) from 0.85 to 0.96.After feature extraction,the optimal number of wavelength variables was reduced to 177,substantially improving computational efficiency.Among the models evaluated,the SVR-MI-0.9 model,based on mutual information feature selection,demonstrated the best performance,achieving training and test set R^(2) values both exceeding 0.98.This model enables precise prediction of paraffin,naphthene,and aromatic hydrocarbon contents.This research provides a robust methodology for intelligent online quality monitoring.An intelligent NIR spectroscopy data analysis software was independently developed based on the established model.Compared with comprehensive two-dimensional gas chromatography,the software reduced the analysis time by over 98%,with an absolute prediction error below 0.2%.Thus,rapid analysis of DCL diesel components was successfully realized. 展开更多
关键词 direct coal liquefaction diesel real-time spectral detection machine learning feature extraction component prediction
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基于DETR的视频时刻检索方法综述
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作者 高杜娟 吴媛媛 +3 位作者 林文龙 谢天圻 嘉昊阳 冯昭天 《计算机工程与应用》 北大核心 2026年第5期18-38,共21页
视频时刻检索旨在根据自然语言查询精确定位视频中的特定片段,是视频理解下的重要任务之一。传统方法依赖冗余候选生成和手工特征设计,难以兼顾检索精度与计算效率。近年来,基于Detection Transformer(DETR)的端到端方法借助可学习查询... 视频时刻检索旨在根据自然语言查询精确定位视频中的特定片段,是视频理解下的重要任务之一。传统方法依赖冗余候选生成和手工特征设计,难以兼顾检索精度与计算效率。近年来,基于Detection Transformer(DETR)的端到端方法借助可学习查询机制和直接回归预测策略,简化了框架的同时提升了检索性能。对DETR在视频时刻检索中的关键技术进展进行了系统综述,回顾了DETR模型的基础原理及其在该任务中的适配改进;对DETR的模型框架结构的优化研究方法进行了分类,细分为基于输入建模的特征增强、基于跨模态对齐的交互机制优化以及基于解码器结构与时刻回归机制这三个优化方向。对主流方法进行了系统梳理与检索精度比较;结合实验结果,分析了不同优化策略对模型性能的影响,并总结了各方法在主流数据集上的表现差异。最后,针对面向真实应用场景的泛化、跨模态交互走向语义整合机制以及面向开放领域与个性化检索的扩展这三个未来发展方向进行了讨论展望,为后续研究提供理论参考与实践指导。 展开更多
关键词 视频时刻检索 Detection Transformer(DETR) 深度学习
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A Dual-Detection Method for Cashew Ripeness and Anthrax Based on YOLOv11-NSDDil
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作者 Ran Liu Yawen Chen +1 位作者 Dong Yang Jingjing Yang 《Computers, Materials & Continua》 2026年第2期1919-1941,共23页
In the field of smart agriculture,accurate and efficient object detection technology is crucial for automated crop management.A particularly challenging task in this domain is small object detection,such as the identi... In the field of smart agriculture,accurate and efficient object detection technology is crucial for automated crop management.A particularly challenging task in this domain is small object detection,such as the identification of immature fruits or early stage disease spots.These objects pose significant difficulties due to their small pixel coverage,limited feature information,substantial scale variations,and high susceptibility to complex background interference.These challenges frequently result in inadequate accuracy and robustness in current detection models.This study addresses two critical needs in the cashew cultivation industry—fruitmaturity and anthracnose detection—by proposing an improved YOLOv11-NSDDil model.The method introduces three key technological innovations:(1)The SDDil module is designed and integrated into the backbone network.This module combines depthwise separable convolution with the SimAM attention mechanism to expand the receptive field and enhance contextual semantic capture at a low computational cost,effectively alleviating the feature deficiency problem caused by limited pixel coverage of small objects.Simultaneously,the SDmodule dynamically enhances discriminative features and suppresses background noise,significantly improving the model’s feature discrimination capability in complex environments;(2)The introduction of the DynamicScalSeq-Zoom_cat neck network,significantly improving multi-scale feature fusion;and(3)The optimization of the Minimum Point Distance Intersection over Union(MPDIoU)loss function,which enhances bounding box localization accuracy byminimizing vertex distance.Experimental results on a self-constructed cashew dataset containing 1123 images demonstrate significant performance improvements in the enhanced model:mAP50 reaches 0.825,a 4.6% increase compared to the originalYOLOv11;mAP50-95 improves to 0.624,a 6.5% increase;and recall rises to 0.777,a 2.4%increase.This provides a reliable technical solution for intelligent quality inspection of agricultural products and holds broad application prospects. 展开更多
关键词 Deep learning object detection multi-scale fusion small object detection miss detection false detection
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