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Enhanced Steganalysis for Color Images Using Curvelet Features and Support Vector Machine

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Computers, Materials & Continua 2024年第1期78卷 1311-1328页

作者： Arslan Akram Imran Khan Javed Rashid Mubbashar Saddique muhammad idrees Yazeed Yasin Ghadi Abdulmohsen Algarni Faculty of Computer Science and Information Technology Department of Computer ScienceSuperior UniversityLahore54000Pakistan Machine Learning Code(MLC)Lab Meharban HouseHouse Number 209Zafar ColonyOkara56300Pakistan Information Technology Services University of OkaraOkara56310Pakistan Department of Computer Science&Engineering University of Engineering&Technology LahoreNarowal CampusNarowal51601Pakistan Department of Computer Science and Software Engineering Al Ain UniversityAl Ain11671Abu Dhabi Department of Computer Science King Khalid UniversityAbha61421Saudi Arabia

Algorithms for steganography are methods of hiding data transfers in media *** machine learning architectures have been presented recently to improve stego image identification performance by using spatial information,and these methods have made it feasible to handle a wide range of problems associated with image *** with little information or low payload are used by information embedding methods,but the goal of all contemporary research is to employ high-payload images for *** address the need for both low-and high-payload images,this work provides a machine-learning approach to steganography image classification that uses Curvelet transformation to efficiently extract characteristics from both type of *** Vector Machine(SVM),a commonplace classification technique,has been employed to determine whether the image is a stego or *** Wavelet Obtained Weights(WOW),Spatial Universal Wavelet Relative Distortion(S-UNIWARD),Highly Undetectable Steganography(HUGO),and Minimizing the Power of Optimal Detector(MiPOD)steganography techniques are used in a variety of experimental scenarios to evaluate the performance of the *** WOW at several payloads,the proposed approach proves its classification accuracy of 98.60%.It exhibits its superiority over SOTA methods.

关键词： Curvelets fast fourier transformation support vector machine high pass filters steganography

Hybrid DFT study of structural,electronic,magnetic and elastic properties of laves phase binary intermetallics RFe_(2)(R=La,Ce,Pr and Nd)

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稀土学报:英文版 2023年第9期41卷 1367-1375,I0004页

作者： Murad Murad Zahid Ali muhammad idrees Centre for Computational Materials Science Department of PhysicsUniversity of MalakandChakdaraDir(Lower)18800KPPakistan

Hybrid density functional theory was used to investigate the structural,electronic,magnetic and elastic properties of the Laves phase binary intermetallics RFe_(2)(R=La,Ce,Pr and Nd) in C_(15) crystal *** calculated lattice constants of these materials are found in good agreement with the *** band structures and density of states distribution confirm the metallic nature of all these *** optimized energies in different magnetic phases and magnetic susceptibilities by postDFT treatments confirm that all the understudy compounds are ferromagnetic in *** parameters were calculated from the cubic elastic coefficients C_(11),C_(12) and C_(44).The elastic properties reveal that these intermetallics are incompressible,ductile,elastically anisotropic and mechanically *** on the metallic nature and ferromagnetic properties,it is expected that these intermetallics are suitable materials for spintronic technology.

关键词： Intermetallics Laves phase Density functional theory Electronic band structures Magnetic properties Elastic properties

An updated systematic review of Zika virus-linked complications

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Asian Pacific Journal of Tropical Medicine 2018年第1期11卷 1-8页

作者： Braira Wahid Amjad Ali muhammad Waqar muhammad idrees Centre for Applied Molecular Biology University of the Punjab Genome Centre for Molecular Based Diagnostics and Research Centre Hazara University

Objective: To determine the breadth of Zika virus(ZIKV)-associated brain anomalies in neonates and adults. Methods: Systematic review was conducted according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses(PRISMA) statement using electronic databases ScienceDirect, Pubmed, Medline, Scopus, and Global Health *** those research articles, case studies, case-control studies, case-cohort studies, crosssectional studies, and organizational survey reports were included in the study that reported any fetal outcomes for pregnant women who had infected with ZIKV during the gestational period and ZIKV-related neurological complications in adults as well. Results: Out of total 72 retrieved articles, 50 met the inclusion criteria. We estimated a significant increase in incidence of neural abnormalities such as Guillain-Barre syndrome and microcephaly in the regions that are experiencing ZIKV outbreaks. Other neurological malformations found in ZIKV patients include hydrancephaly/hydrops fetalis, myasthenia gravis,meningoencephalitis and myelitis. Conclusion: Our systematic analysis provides the broad spectrum of neurological malformations in ZIKV infected patients and these data further support the causal link of ZIKV with neurological disorders.

关键词： Zika virus Microcephaly Guillain-Barre syndrome Acute myelitis Meningoencephalitis hydrancephaly/hydrops fetalis Myasthenia gravis

Efficient two-dimensional atom localization in a five-level conductive chiral atomic medium via birefringence beam absorption spectrum

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Communications in Theoretical Physics 2021年第1期73卷 25-34页

作者： Sajid Ali muhammad idrees Bakth Amin Bacha Arif Ullah muhammad Haneef Lab of Theoretical Physics Department of PhysicsHazara UniversityMansehra 21300Pakistan Quantum Optics and Quantum Information Research Group Department of PhysicsUniversity of MalakandChakdara Dir(L)Khyber PakhtunkhwaPakistan Zhejiang Province Key Laboratory of Quantum Technology and Device Department of PhysicsZhejiang UniversityHangzhou 310027China

We have theoretically investigated two-dimensional atom localization using the absorption spectra of birefringence beams of light in a single wavelength *** atom localization is controlled and modified through tunneling effect in a conductive chiral atomic medium with absorption spectra of birefringent *** significant localization peaks are investigated in the left and right circularly polarized *** and double localized peaks are observed in different quadrants with minimum uncertainty and significant *** localized probability is modified by controlling birefringence and tunneling *** results may be useful for the capability of optical microscopy and atom imaging.

关键词： 2D atom localization birefringence beam absorption chiral atomic medium

Zika: As an emergent epidemic

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Asian Pacific Journal of Tropical Medicine 2016年第8期9卷 701-708页

作者： Braira Wahid Amjad Ali Shazia Rafique muhammad idrees Centre for Applied Molecular Biology 87-West Canal Bank Road Thokar Niaz Baig University of the Punjab

Zika virus is a new global threat for 2016 that has been swept to almost all Americas and is now posing serious threats to the entire *** deadly virus is playing havoc to unborn lives because of its reported association with upsurge of fetal deformation called microcephaly and neuropathic disorders including Guillain-Barré*** today,there is no vaccine prospect,antiviral therapy or licensed medical countermeasures to curb the teratogenic outcomes of this destructive viral ***,treatment,chronicity and pathogenesis are still vague and ***,this review article addresses all the aspects related to this disease to mitigate the explosive rise in Zika virus infection.

关键词： ZIKV Neurological complications Pathogenesis Future prospects

Advances in research on Zika virus

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Asian Pacific Journal of Tropical Medicine 2017年第4期10卷 301-312页

作者： Amjad Ali Braira Wahid Shazia Rafique muhammad idrees Centre for Applied Molecular Biology University of the Punjab Vice Chancellor Hazara University

Zika virus(ZIKV) is rapidly spreading across the America and its devastating outcomes for pregnant women and infants have driven this previously ignored pathogen into the *** manifestations are fever,joint pain or rash and *** of ZIKV started with a first outbrcak in the Pacific arca in 2007.a second large outbreak occurred in the Pacific in 2013/2014 and subsequently the virus spread in other Pacific *** of explosive global pandemic and severe clinical complications linked with the more immediate and recurrent epidemics necessitate the development of an effective *** vaccine platforms such as DNA vaccine,recombinant subunit *** purified inactivated vaccine,and chimeric vaccines have shown potent efficacy in ritro and in rim ***,number of drugs such as ***008 and 7-DMA are ready to enter phase I clinical trial because of proven anti-ZIKV *** based antibodies offer promise as an intervention effective for use in pregnant *** this review,we describe the advances in research on ZIKV such as research strategies for the development of antiviral drugs & vaccines,molecular evolution,epidemiology emergence,neurological complications and other teratogenic outcomes as well as pathogenesis.

关键词： Zika virus Molecular evolution Neurological complications Transmission Diagnosis Pathogenesis

Fruits Classification Using Convolutional Neural Network

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Fruits Classification Using Convolutional Neural Network

作者： muhammad idrees 华北电力大学(北京)

学位级别：硕士

Due to the increased global food waste that has resulted from careless production,processing,and distribution methods,food security has become an increasingly hot topic of discussion in modern *** gathered from surveys conducted by institutions around the world,such as the Food Bureau of the US,have also made it clear that an increase in food production is required to meet the needs of a rapidly expanding *** of this highlights the growing importance of optimising available resources to aid in the effective production and management of our food *** agricultural sector has realised the importance of detecting spoiled *** farmers often waste time and energy using humans to determine which fruits are fresh and which are *** don't get tired of doing the same thing over and over again like humans *** a result,the project proposes a method for reducing human labour,as well as production costs and lead times,in the agricultural sector through the detection of fruit *** flawed fruits could taint healthy ones if we don't catch them *** of its usefulness in automating routine tasks and improving the quality of the results,deep learning has found application in many different *** part of efforts to ensure that people always have access to safe and nutritious food,deep learning is being put to use both in the field and in the marketplace to boost crop yields and protect fruit *** guarantee reliable reports on the quality of fruit sold to consumers,scientists are investigating the feasibility of using deep learning for in-store inspection and grading ***,since visual evaluation is the primary basis for a purchase decision in the market,it is important to ensure the visual quality of fruits in order to drive *** automatic feature learning capabilities of CNNs make them ideal for image classification tasks like distinguishing between fresh and rotten *** pooling laye

关键词： Fresh and Rotten Fruits Feature Extraction Fruit Neural Network Deep Learning Convolution Neural Network(CNN) Fruit Classification

Photopolymerization-based additive manufacturing of ceramics:A systematic review

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Journal of Advanced Ceramics 2021年第3期10卷 442-471页

作者： Sefiu Abolaji RASAKI Dingyu XIONG Shufeng XIONG Fang SU muhammad idrees Zhangwei CHEN Additive Manufacturing Institute Shenzhen UniversityShenzhen 518060China Institute of Microscale Optoelectronics Shenzhen UniversityShenzhen 518060China Guangdong Key Laboratory of Electromagnetic Control and Intelligent Robotics College of Mechatronics and Control EngineeringShenzhen UniversityShenzhen 518060China

Conversion of inorganic-organic frameworks (ceramic precursors and ceramic-polymer mixtures) into solid mass ceramic structures based on photopolymerization process is currently receiving plentiful attention in the field of additive manufacturing (3D printing).Various techniques(e.g.,stereolithography,digital light processing,and two-photon polymerization) that are compatible with this strategy have so far been widely *** is due to their cost-viability,flexibility,and ability to design and manufacture complex geometric *** platforms related to these techniques have been developed too,in order to meet up with modem technology *** relevant to this review are the challenges faced by the researchers in using these 3D printing techniques for the fabrication of ceramic *** challenges often range from shape shrinkage,mass loss,poor densification,cracking,weak mechanical performance to undesirable surface roughness of the final ceramic *** is due to the brittle nature of ceramic *** on the summary and discussion on the current progress of material-technique correlation available,here we show the significance of material composition and printing processes in addressing these *** use of appropriate solid loading,solvent,and preceramic polymers in forming slurries is suggested as steps in the right *** are indicated as another factor playing vital roles and their selection and development are suggested as plausible ways to remove these barriers.

关键词： ceramics photopolymerization stereolithography additive manufacturing 3D printing polymer-derived ceramics

Zika virus: Is Pakistan next?

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Asian Pacific Journal of Tropical Medicine 2018年第7期11卷 451-452页

作者： Braira Wahid Amjad Ali Shazia Rafique muhammad idrees Genome Centre for Molecular Based Diagnostics and Research Cl-25 Block B Al-Sudais Plaza Abdalian Cooperative Society Centre for Applied Molecular Biology (CAMB) 87-West Canal Bank Road Thokar Niaz Baig University of the Punjab Division of Molecular Virology and Diagnostics Center of Excellence in Molecular Biology (CEMB) 87-West Canal Bank Road Thokar Niaz Baig University of the Punjab Vice Chancellor Hazara University Mansehra

Dear editor,Zika virus(ZIKV)crisis,which caught Brazil in 2015,heralded the rapid spread throughout Americas and has imparted catastrophic devastation to human population in the form of severe

关键词： Aedes ZIKV Microcephaly Deaths