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image_mosaic_stitching

Implemented a pipeline for 2D image mosaic and stitching. Feature extraction & matching, Adaptive Non-Maximal Suppression (ANMS), geometric blur, RANSAC

imagesegmentation

For biological sciences (e.g. fruitfly embryos)

imagesegmentationbasedongeneticalgorithms

matlab代码实现遗传算法在Otsu图像分割领域应用

infrared-search-and-track

An infra-red search and track (IRST) system for small target detection in infrared images.

kernel-modeling-super-resolution

Official Implementation for Kernel Modeling Super-Resolution on Real Low-Resolution Images

local-image-feature-matching

local feature matching for images using SIFT

matlab-code-to-divide-an-image-into-small-parts

It contains MATLAB code to segment an image into small parts for training and testing purpose.

medical-image-fusion

Li X, Guo X, Han P, et al. Laplacian Re-Decomposition for Multimodal Medical Image Fusion[J]. IEEE Transactions on Instrumentation and Measurement, 2020.

medical-image-processing

Recognizing and Refining the location of Individual Vessels in Segmented Retinal Images

medical-informatics-image-processing

Processing, segmenting, and analyzing a prostate and head using Matlab

mef-cnn-feature

This is the code for paper "Multi-Exposure Fusion with CNN Features, ICIP,2018"

mef-two-images

"Multi-Scale Fusion of Two Large-Exposure-Ratio Images" in IEEE Signal Processing Letters code

multi-exposed-image-fusion-using-deep-learning

Fuse the multiple images with different exposure

multi-exposure-image-fusion

multi-focus-fusion

This is the code for paper "Multi-focus image fusion based on sparse feature matrix decomposition and morphological filtering, Optics Communications,2015"

multi-process-fusion

Multi-Process Fusion: Visual Place Recognition Using Multiple Image Processing Methods

mutual-information

mutual-information for image registration temp1

nsst-msmg-pcnn

Code for "Multi-modal medical image fusion algorithm in the era of big data"

objective-evaluation-for-image-fusion

image fusion : EI CrossEntropy SF EN Qabf SCD FMI_w FMI_dct SSIM MS-SSIM FMI-pixel Nabf MI VIF SD EN DF QSF QMI QS QY QC QNCIE Qabf AG MIabf QG CC VIFF QP QW QE QCV QCB

package-program-for-image-segmentation-algorithms.

There are 4 different segmentation algorithms available. These : watershed segmentation, Split and Merge, Active Contour, Region Segmantation.

panoramic-image-stitching

By image features extracting(SIFT) and matching(RANSAC)，transform and stitch unordered images to get a paranoma image

pcb-defect-detection-using-image-registration

perception-based-seam-cutting

Our code for paper "perception-based seam cutting for image stitching"

perts

Inoue, Kotaro, et al. "Improved 3D integral imaging reconstruction with elemental image pixel rearrangement." Journal of Optics 20.2 (2018): 025703.

pixel-based-fusion

pixel-shuffle

rearrange the pixels of one image to create another image; not your usual image morph app

pixel_fusion

real-time-excavation-positioning-of-roadheader-based-on-visual-measurement

Visual measurement is a construction positioning method developed in recent years. Combining visual measurements with on-site Guiyang subway construction, this paper proposes an automatic positioning method of roadheader excavation, replacing human vision by machine vision, and changing the current situation in tunnel excavation. First, a laser beam emits from a distance to the tunnel face. Pictures taken by a camera set on the body of roadheader are analyzed digitally based on RGB system by building a computer model by using MATLAB. The model extracts spots’ centers. Then, based on mathematical analysis of digital image, model gives the decoupled eigenvalues of positional relationship between the actual position and the standard position of roadheader in three principal directions, so as to effectively guide the construction and implement automation. This paper also makes experiments to compare characteristics of single laser spot by RGB decomposition, test model’s accuracy in extracting image of laser beam, and use a similar model to analyze the impact of camera distortion in the actual work.

regiongrowing

Region Growing for Segmenting Green Microalgae Images

retinal-vessel-segmentation

This MatLab project takes retinal vessel images and segments the vessels using a multithreshold approach