80 skills found · Page 3 of 3
XiaokangLei / ImageRetrievalWith the large-scale image database in the field of science and medicine, as well as in the field of advertising and marketing, it becomes very important to organize the image database and the effective retrieval method. This paper mainly introduces the B/S architecture, focuses on Content-Based Images Retrieval technology, introduces the basic features of image low-level acquisition and corresponding retrieval matching algorithm, including graphics color, local texture and shape characteristics, the overall work summarized as follows: The main work of this paper can be divided into three parts: the first part focuses on the extraction of RGB and HSV two color space one-and three-dimensional color histogram features, and the use of Pap coefficient method and Euclidean distance method to calculate the similarity of different images; in the second part, we use the improved "joint mode" to obtain the texture characteristics of each part of the image by using Locality Binary Pattern. Uniform Pattern, extracting image texture features, using Euclidean distance to calculate image similarity; The third part studies the Shape feature extraction method based on image Edge Direction Histogram, the feature vectors obtained by this method satisfy the size transformation of different graphs, the translation of images and the invariant characteristics of rotation. Based on the study of the three kinds of feature extraction algorithms, this system uses the Struts2 framework based on B/S architecture, implements the different algorithms using the Java programming language, and completes the content-based image retrieval system. The System tested Image Library contains 2400 commonly used test images, which can be retrieved in the form of local uploaded images. The search conditions for the various image features described above, this article elaborated on the different characteristics of flowers, beaches, buses, elephants and other categories of image retrieval effects, and analysis of different search methods and the advantages and disadvantages of the relevant improvement methods.
M-Taghizadeh / Image Processing PythonIn this repository, we implement common image processing techniques in Python and fully describe their algorithms.
salonibhatiadutta / To Get The Local Binary Pattern LBP Of Image And Draw Its HistogramNo description available
dwday / Lbp Tensorflow PythonFast Local Binary Patterns using TensorFlow
nasibehm / LBP3DA module that can extract LBP features (local binary pattern) from 3D images. Can be used for extracting features from medical images.
weniariska / Rupiah Currency Image Recognition SystemPada project ini, akan dilakukan identifikasi nilai mata uang rupiah dengan menggabungkan metode ekstrasi ciri Local Binary Pattern dan metode klasifikasi Naïve Bayes. Serta untuk pengukuran akurasi identifikasi dilakukan dengan metode evaluasi K-Fold Cross Validation. Dataset yang digunakan berupa citra dengan rincian terdapat 120 citra yang terdiri dari 15 citra uang kertas Rp1.000, 15 citra uang kertas Rp2.000, 15 citra uang kertas Rp5.000, 15 citra uang kertas Rp10.000, 15 citra uang kertas Rp20.000, 15 citra uang kertas Rp50.000, 15 citra uang kertas Rp75.000, dan 15 citra uang kertas Rp100.000
MIPT-Oulu / LocalBinaryPatternCalculates Median robust extended local binary pattern (MRELBP) or local binary pattern (LBP) from images.
shreyas-dharanesh / Fingerprint Spoof Detector Based On Local Binary PatternsA two-class fingerprint spoof detector that uses Local Binary Patterns (LBP) features along with Support Vector Machines (SVM) to distinguish live fingerprints images from spoof samples.
sudarshan710 / Geospatial Data Downscaling With U Net And Local Binary PatternsDownscaling spatial resolution of geo-spatial data (TROPOMI SIF) using auxiliary data (MODIS) by application of U-NET and Local Binary Patterns
Kasra1377 / Lbp Face RecognitionIn this repo, you will learn how to implement a simple face recognition algorithm by Local Binary Patterns.
purplemine / LBP RC LocalBinaryPatternLocal Binary Pattern Only. And Support C++ and RUST
faisalshahbaz / Local Binary Pattern TrainingEasy way to LBP training own Pakistan number plates in python.
acetinkaya / AI Based Local Binary Patterns Histograms In Covid 19 Diagnosis And ReportingIdentification Analysis and Reporting System on People with Covid-19 Diagnosis with Local Binary Patterns Histograms
VL97 / Sand Dune Detection And Delineation On MARSThis project utilises ML based classifier and segmentation (U-NET) techniques to work upon texture information extracted through Local Binary Pattern(LBP) of extraterrestrial dune field images. The aim is to detect and delineate such sand dunes in a given dune field.
WJShengD / Micro Expression Classification Using Local Binary Pattern From Five Intersecting PlanesA new feature extraction method, which is improved by LBP-TOP, is preprocessed by EVM.
hwanglab / Tcga Prad CslbpTCGA prostate cancer Gleason score prediction using completed and statistical local binary patterns (Matlab/Python programs)
antara021 / LBPandLDPFeature Extraction from Image using Local Binary Pattern and Local Derivative Pattern. A contribution to an Open Source Research Project based on building a Python library for feature extraction from images.
KiLJ4EdeN / Local Binary PatternsLBP implementation in python.
dwday / Local Binary Patterns LibComputation of local binary patterns using PyTorch
welintonandrey / 3d DenoisingA NEW denoising method that combines 3D Non-Local Means, LBP-TOP (local binary patterns on three orthogonal planes) and MSB (Most Significant Bit)
