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PCA人脸识别论文附MATLAB程序

于 2021-05-07 发布
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本文从图像整体代数特征的主成分分析(PCA)算法入手,介绍了“特征脸”算法的基本原理以及实现过程,并用MATLAB模拟仿真了单一PCA算法。同时,通过识别不同特性的待测人脸图像来简单的验证、分析了该识别算法的性能。

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VDDLIF (1.2V power supply)VDDD2: VDDMIO, VDDMIF (1.8V power supply)SONYIMX274LQC-CUSE RESTRICTION NOTICEThis USE RESTRIC TION NOTICE (Notice )is for customers who are considering or currently using theimage sensor products("Products")set forth in this specifications book. Sony Corporation Sony")mayat any time, modify this Notice which will be available to you in the latest specifications book for theProducts. You should abide by the latest version of this Notice. If a Sony subsidiary or distributor has itsown use restriction notice on the Products, such a use restriction notice will additionally apply betweerou and the subsidiary or distributor. You should consult a sales representative of the subsidiary ordistributor of sony on such a use restriction notice when you consider using the ProductsUse restrictionsThe Products are intended for incorporation into such general electronic equipment as office productscommunication products, measurement products, and home electronics products in accordance withthe terms and conditions set forth in this specifications book and otherwise notified by sony from timeYou should not use the Products for critical applications which may pose a life-or injury-threateningrisk or are highly likely to cause significant property damage in the event of failure of the products. Youshould consult your sales representative beforehand when you consider using the products for suchcritical applications. In addition, you should not use the products in weapon or military equipmentSony disclaims and does not assume any liability and damages arising out of misuse improper usemodification, use of the Products for the above-mentioned critical applications, weapon and militaryequipment, or any deviation from the requirements set forth in this specifications booklesign for SafetySony is making continuous efforts to further improve the quality and reliability of the products howeverfailure of a certain percentage of the products is inevitable. Therefore, you should take sufficient careto ensure the sate design of your products such as component redundancy, anti-contlagration featuresand features to prevent mIs-operation in order to avoid accidents resulting in injury or death fire orother social damage as a result of such failureExport ControlIf the Products are controlled items under the export control laws or regulations of various countriesapproval may be required for the export of the products under the said laws or regulationsYou should be responsible for compliance with the said laws or regulationsNo License Impliedo The technical information shown in this specifications book is for your reference purposes only. theavailability of this specifications book shall not be construed as giving any indication that sony and itscensors will license any intellectual property rights in such information by any implication or otherwiseSony will not assume responsibility for any problems in connection with your use of such information orfor any infringement of third-party rights due to the same. It is therefore your sole legal and financialresponsibility to resolve any such problems and infringementGoverning lawThis notice shall be governed by and construed in accordance with the laws of Japan, without referenceto principles of conflict of laws or choice of laws. All controversies and disputes arising out of or relatingto this Notice shall be submitted to the exclusive jurisdiction of the Tokyo district Court in Japan as thecourt of first instanceOther Applicable Terms and ConditionsThe terms and conditions in the Sony additional specifications, which will be made available to you whenyou order the Products, shall also be applicable to your use of the Products as well as to thisspecifications book. You should review those terms and conditions when you consider purchasingand/or using the ProductsGeneral-0.0. 8SONYIMX274LQC-CContentsDescription---FeaturesDevice structureOptical Black Array and Readout Scan Direction---Absolute Maximum Ratings2233Recommended Operating Conditions---------------USE RESTRICTION NOTICEContentsOptical CePin Configuration------------------Pin description-------------------------458899hen using csl-2When using Sub-LVDS1210 Equivalent Circuit Diagram15Peripheral Circuit19System OutlineWhen using CSl-2When using Sub-LVDSElectrical Characteristics when using cs1-2--------------------------m---------------------------------21. DC Characteristics(CS1-2)a.8..4Current Consumption and Gain Variable Range(CSl-2Supply Voltage and l/O Voltage(CS1-2)2. AC Characteristics(CS1-222INCK, XCLR(CSl-2)22XHS, XVS(Output)(CSI-2)22IC Communication (CSI-2)23DMCKP/DMCKN, DMO(CSl-2Electrical Characteristics When Using Sub-LVDs-------------------m--------------------------1. 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Register Setting for Each Readout Drive Modeeadout Drive Modes( csl-2 and Sub-LVDS)---------------------551. Readout drive modes552. Relationship between Arithmetic Processing and the Number of Output bits in Each Readout Drive ModeImage Data Output Format When Using CSI-2--------------------------58Frame Format (CSI-2)58Frame Structure(CSl-258Embedded Data Line(CSl-2)59CSl-2 serial Output Setting(CSl-2)MIPI Transmitter(CSl-2)62Detailed Specification of Each Mode(CSl-2)---------------631. Horizontal/ Vertical Operation Period in Each Readout Drive Mode(CSl-22. Frame Rate Adjustment(CSl-23. Image Data Output Format CSl-265Vertical Arbitrary Cropping Function(CSl-2)-69Horizontal Arbitrary Cropping Function(CSl-272Electronic Shutter Timing When Using CSI-2------741. SHR, SVR, SMD Setting When Using CSl-2741-1. SHR, SVR Setting(CSl-2)741-2. Electronic Shutter Drive Mode(Csl-2)752. Integration Time in Each Readout Drive Mode and Mode Changes When Using CSl-2762-1. 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Operation when Changing the Readout Drive Mode(Sub-LVDS994-3. Recommended Global Reset Shutter Operation Sequence(Sub-LVDS)1004-4. Interruptive Mode Change(Sub-LVDS4-5. Low Power Consumption Drive in Exposure Time (Sub-LVDS)…102Power-on/off Sequence when using CSI-2---1031. Power-on Sequence(CS2)……1032. Slew Rate Limitation of Power-on Sequence( CSI-21033. Power-off Sequence(CSl-2104Standby cancel sequence when using csl-2--------------------------105Power-on/off Sequence when using Sub-LVDS1161. Power-on Sequence(Sub-LVDS)1062. Slew Rate Limitation of Power-on Sequence(Sub-LVDS).........1063. Power-off Sequence(Sub-LVDS)107Standby Cancel Sequence(Sub-LVDs)------------108SONYIMX274LQC-CSpot Pixel specifications--109Spot Pixel Zone Definition109Notice on White Pixels SpecificationsMeasurement Method for Spot Pixels1111. Black or white pixels at high light1112. White pixels in the dark.3. 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