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Papers tagged with "Principal Component Analysis"
AN AUTOMATED SUPERVISED MACHINE LEARNING MODELS FOR (ALL) CANCER CLASSIFICATION
In This Paper, We Have Present A Machine Learning Based Approach For The Classification Of Blood Leukaemiausing Microscopic Images Employing A Probabilistic Neural Network. Probabilistic Neural Network Is Based On Bayes’s Theorem Of Condit...
ESTIMATING CLOUD WORKLOADS BASED ON DEEP NEURAL NETWORKS AND GRADIENT DESCENT
Cloud Computing Has Revolutionized Computing Off Late With Several Domains And Applications Resorting To The Cloud Architecture. However Effective Task Scheduling And Load Balancing Is Critical For Cloud Based Servers. This Is Typically A V...
ACCESS CONTROL IN OFFICES USING FACE RECOGNITION
Human Face Is The Most Significant Characteristic To Identify A Person. From Unlocking Smartphones To Speeding-up The Identification Process At Airport Border Controls, Face Recognition Is Used. Face Recognition Is One Of The Rapid Growing...
APPROACH TO THE SIGN LANGUAGE GESTURE RECOGNITION USING PCA AND SVM CLASSIFIER
A Hand Gesture Recognition System Is The Only Way Of Communicating Tool For Deaf And Dumb People, It Provides A Natural, Innovative And Modern Way Of Nonverbal Communication. Hand Gesture Recognition Is The Hot Topic In Human Computer Inter...
CLASSIFICATION OF CLOUD TYPES USING PARTIAL LEAST SQUARE REGRESSION TECHNIQUE
An Accurate Identification Of Clouds From The Captured Sky/cloud Image Using Ground-based Sky Cameras Is Difficult, Due To The Fuzzy Boundaries Of Clouds, Uncertainties In The Cloud Etc. Several Techniques Have Been Proposed That Use Color...
FACE RECOGNITION USING PATTERN RECOGNITION ALGORITHMS
The Face Is The Preferable Biometrics For Person Recognition Or Identification Applications Because Person Identifying By Face Is A Human Connate Habit. In Contrast To 2D Face Recognition, 3D Face Recognition Is Practically Robust To Illumi...
FACE DETECTION, EXTRACTION AND SWAPPING ON MOBILE DEVICES
At One In Each Of The Foremost Roaring Application Of Images Analysis And Understanding, Face Recognition Has Recently Received Vital Attention. It Brings Along The Promise Of Assorted Biometric Systems, That Conceive To Tie Identity To At...
STUDENT MONITORING SYSTEM USING FACE RECOGNITION SYSTEM
Human Face Detection And Recognition Is An Important Technology Used In Various Applications Such As Video Monitor System. Traditional Method For Taking Attendance Is Roll Number Of Student And Record The Attendance In Sheet Which Takes A L...
AUTOMATIC FACE NAMING SYSTEM: USING PCA AND LBP WITH BPNN CLASSIFIER
Face Recognition Systems Are Widely Used For Access Control, Border Control, Surveillance And In Law Enforcement..For Given Collection Of Images Or Video, Which Contains Several Faces, The Face Naming Is Done For Each Face It Contains. In T...
CONTEMPLATE OF FEATURE REDUCTION USING NON PARAMETRIC STATISTICS USING DATA MINING ALGORITHMS
Dimensionality Reduction Is A Procedure That Undertakings To Change Over The Information From High Dimensional Space To A Less Dimensional Space While Holding Estimations Among Them And Further Advances The Precision. In This Survey Paper D...
METHODOLOGY OF REDUCING IMAGE USING PRINCIPAL COMPONENT ANALYSIS WITH SINGULAR VALUE DECOMPOSITION
PCA Is A Useful Statistical Technique That Has Found Application In Fields Such As Face Recognition And Image Compression, And Is A Common Technique For Finding Patterns In Data Of High Dimension. Singular Value Decomposition Approach Is A...
AUTOMATIC FACE NAMING SYSTEM: SURVEY
Face Detection And Recognition Makes Possible To Use The Images Of A Person Face To Authenticate Him Which Allows To Perform Criminal Identification, Passport Verification Etc And Makes Secure System.For Given Collection Of Images Or Video,...