How can I measure how many indentation or foldings are present in the three objects presented below?
http://s20.postimage.org/s1zoc1r8t/indent.png
Hi,
Maybe you can perform an analisys over the "Shape signature" like here http://basic-eng.blogspot.com.es/2006/01/signature-of-binary-objects.html
Once you have the signature, you can characterize each object (signature) and identify it by training a classifier as ANN or something like this.
If there are many features, they can be reduced using a PCA
Good luck
You can try convex polygon
Approach 1:
Find the difference between binary image and its convex hull & apply morphology to remove small regions & count the remaining no. of indents or foldings
____________________________________________________
%% Matlab program to check indents or foldings in binary image
clc;close all; clear all; warning off;
I=imread('indent.png');
BW=im2bw(I);
BW=imclearborder(BW);
figure,imshowpair(I,BW,'montage');
BW_convhull=bwconvhull(BW,'objects');
indent=xor(BW,BW_convhull);
figure,imshowpair(BW_convhull,indent,'montage')
indent_final=bwareaopen(indent,100); % remove small regions
figure,imshowpair(I,indent_final,'montage');
L=labelmatrix(bwconncomp(BW_convhull));
s=regionprops(L,'BoundingBox');
L1=bwlabel(imcrop(indent_final,s(1).BoundingBox));
L2=bwlabel(imcrop(indent_final,s(2).BoundingBox));
L3=bwlabel(imcrop(indent_final,s(3).BoundingBox));
disp('No. of indents in three objects respectively are:')
disp([max(L1(:)),max(L2(:)),max(L3(:))]);
_____________________________________________________
Result
No. of indents in three objects respectively are:
2 1 1
Approach 2:
Check http://syntacticsalt.com/2013/01/11/finding-dents-in-an-blobby-shape/
For my research, I need MD simulation of 500 ns with PCA. Please reply if you have facility. We will provide corresponding authorship. The article will be published in a high IF journal. My email-...
26 November 2023 6,926 0 View
Please provide information related to any coating that can be done or any composites that can be synthesized.
09 October 2023 9,003 2 View
In the few literature, it was mentioned that the binding energy of Si 2p1/2 was higher than Si 2p3/2, while some authors made the just opposite statement about these peaks. I am so confused about...
22 June 2023 1,135 2 View
Ag-MOF-5 synthesized from Terepthalic acid, Silver Nitrate and DMF. Need to know Chemical formula, Molecular weight and molecular structure of Ag-MOF-5. Thank you
21 May 2023 1,624 0 View
If possible kindly suggest some references.
05 February 2023 3,683 3 View
I isolated fibroblast cells from hamster by collagenase A digestion method. I used DMEM with extra L-glutamine as culture media. After 24hr there is no attachment of cells. The flask was coated...
28 November 2022 4,816 1 View
I want to separate dead cells from a bacterial population after treatment of any drug or antimicrobial agent. Which technique will be more efficient FACS or MACS if I use PI and SYTO9 dye ? Is...
15 August 2022 4,009 3 View
I tried to pellet it down at a maximum of 18K rpm, but it did not work. I heated the reaction mixture up to 200 C temp to evaporate the Ethylene Glycol(Including water) and to get the metal...
21 June 2022 6,740 0 View
I want to phosphorylate my protein using CAMK2α. I ordered CAMK2α Kinase Enzyme System from promega...
06 June 2022 5,693 0 View
Neonatal cardiomyocyte is the sensitive primary cell line. Can a researcher cryopreserve the cell line for future experiment?
30 December 2021 4,160 3 View
I would like to learn more about SPSS and Its application especially in regards to data analysis. Please suggest me how I can learn more about it. Thank you so much.
11 August 2024 9,101 4 View
I have reverse sequences (AB1 format), can I base on reverse DNA sequences to perform nucleotide alignment, convert nucleotides to amino acids and deposit the sequence in GenBank database?
11 August 2024 5,138 1 View
Hello, Why do i see this baseline drift when i compare my blank (black) to the sample (blue)? Any suggestions as to why this happened? Thank you!
11 August 2024 3,770 4 View
Willett, Shenoy et al. (2021) have developed a brain computer interface (BCI) that used neural signal collected from the hand area of the motor cortex (area M1) of a paralyzed patient. The...
10 August 2024 7,180 0 View
I'm currently exploring the application of Python in textile engineering, specifically in areas like data analysis, process automation, and the development of smart textiles. I'm interested in...
10 August 2024 7,429 2 View
How can I use the cif data obtained from rietveld refinement extracted via gsas2, for microstructural analysis using ETEX software?
09 August 2024 7,718 0 View
Let's say we have a standard, regular hexagonal honeycomb with a 3-arm primitive unit cell (something like the figure attached; the figure is only representative and not drawn to scale). The...
07 August 2024 1,937 1 View
A fungal strain was treated with nanoparticles. We want to do an environmental SEM analysis. So could anyone share your views on preparing the sample? Thank you.
07 August 2024 5,307 1 View
Hi, I have a question about normalizing the MTT OD values for doing the statistical analysis. So, if we have 3 different plates and we call them 3 different replicates, so, first we would...
07 August 2024 8,106 4 View
Hi! So i attempted to understand a novel protein behavior towards heat application by analyzing its secondary structure change. I subjected the protein to a thermal denaturation analysis using...
06 August 2024 1,989 3 View