I am an Application software engineer at Mathworks.

my area of interest includes soft computing algorithm, application of deep learning especially in medical imaging. Image and Video processing.

Disclaimer: Any opinion here are my own and in no way reflect that of Mathworks

Answered

Video to Image Regression

Hi Michael, Since your input to the model is a video data, it is appropriate to use 3D image datastore. Also Unet archtecture y...

Video to Image Regression

Hi Michael, Since your input to the model is a video data, it is appropriate to use 3D image datastore. Also Unet archtecture y...

24 hours ago | 1

Answered

How can I obtain pixel values from imfuse?

Hi Marco, The function “imfuse” by default use “falsecolor” algorithm, so the green and magenta color you able to see are the ...

How can I obtain pixel values from imfuse?

Hi Marco, The function “imfuse” by default use “falsecolor” algorithm, so the green and magenta color you able to see are the ...

27 days ago | 0

Answered

error Loading onnx model exported from pytorch to matlab

Hi Yasser, Yeah right now “importONNXNetwork” only support 3D-sequence-batch tensor or 4D image batch tensor. you can perhaps ...

error Loading onnx model exported from pytorch to matlab

Hi Yasser, Yeah right now “importONNXNetwork” only support 3D-sequence-batch tensor or 4D image batch tensor. you can perhaps ...

6 months ago | 0

Answered

Bounding Box Is Not Showing For RCNNobjectdetector

Hi Matthew Parris, I see what you are intent to do, But I have some confusion/doubt in your code. I can’t seem to find the RCNN...

Bounding Box Is Not Showing For RCNNobjectdetector

Hi Matthew Parris, I see what you are intent to do, But I have some confusion/doubt in your code. I can’t seem to find the RCNN...

6 months ago | 0

Answered

Classification Learner App :: Logistic Regression - Decision Making

Hi Tarunima, Classification Learner App is just an UI, interior the same Deep learning algorithm has been implemented. If you a...

Classification Learner App :: Logistic Regression - Decision Making

Hi Tarunima, Classification Learner App is just an UI, interior the same Deep learning algorithm has been implemented. If you a...

6 months ago | 0

| accepted

Answered

Segmentation Overlapping Bone of shoulder X-ray image

Hi Nurul, Recently, there are many different image processing algorithms are developed for medical segmentation. I can suggest ...

Segmentation Overlapping Bone of shoulder X-ray image

Hi Nurul, Recently, there are many different image processing algorithms are developed for medical segmentation. I can suggest ...

6 months ago | 0

Answered

ROC curve for the validation set

Hi Uerm, I don’t see any point, why “perfcurve" function should not work. You even used the same function in your training part...

ROC curve for the validation set

Hi Uerm, I don’t see any point, why “perfcurve" function should not work. You even used the same function in your training part...

6 months ago | 0

Answered

Creating RCNN Detection Using Transfer Learning

Hi Matpar, I am not sure what “gunx.mat” file contains, but by looking at the error message, one can decode that the variable n...

Creating RCNN Detection Using Transfer Learning

Hi Matpar, I am not sure what “gunx.mat” file contains, but by looking at the error message, one can decode that the variable n...

6 months ago | 0

Answered

Dropout Layer Before Fully connected Layer

Hi Abdussalam, Yes, you can use Dropout layer before the fully connected layer, Dropout is just a regularization technique for ...

Dropout Layer Before Fully connected Layer

Hi Abdussalam, Yes, you can use Dropout layer before the fully connected layer, Dropout is just a regularization technique for ...

6 months ago | 0

| accepted

Answered

Verifying a prediction result

Hi Nathan, If you are dealing with huge datasets, then it is recommended to use some datastore function of MATLAB. May be the f...

Verifying a prediction result

Hi Nathan, If you are dealing with huge datasets, then it is recommended to use some datastore function of MATLAB. May be the f...

7 months ago | 0

| accepted

Answered

Time series prediction using LSTM

Hi, While working on LSTM, we cannot have a final, definite, rule of thumb on how many layers or nodes or hidden neuron/units o...

Time series prediction using LSTM

Hi, While working on LSTM, we cannot have a final, definite, rule of thumb on how many layers or nodes or hidden neuron/units o...

7 months ago | 0

Answered

Multivariate logistic Regression with binary predictors

Hi, In my opinion you can apply multivariant logistic regression, but you need to take care of the blank or missing values in b...

Multivariate logistic Regression with binary predictors

Hi, In my opinion you can apply multivariant logistic regression, but you need to take care of the blank or missing values in b...

7 months ago | 0

Answered

Eigen value of 100*100 Symbolic Matrix

Hi Patel, Matrix computations which involvs many symbolic variables can be slow. In your case we have 100x100 symbolic matrix w...

Eigen value of 100*100 Symbolic Matrix

Hi Patel, Matrix computations which involvs many symbolic variables can be slow. In your case we have 100x100 symbolic matrix w...

7 months ago | 0

| accepted

Answered

Sym: The second argument must be a vector of symbolic variables

Hi Alejandro, This error generally arises when a multiple array or a vector of equation is passed in “Solve” function. You can ...

Sym: The second argument must be a vector of symbolic variables

Hi Alejandro, This error generally arises when a multiple array or a vector of equation is passed in “Solve” function. You can ...

7 months ago | 0

Answered

Tracking colored balls from phone camera

Hi Dominique, The first problem which you mentioned about the script which is combining two different color and seeing them as ...

Tracking colored balls from phone camera

Hi Dominique, The first problem which you mentioned about the script which is combining two different color and seeing them as ...

7 months ago | 0

Answered

How to detect circle in this pic?

Hi Kim, Looks like you are trying to implement a Hough transform algorithm from the scratch. MATLAB already has the function “i...

How to detect circle in this pic?

Hi Kim, Looks like you are trying to implement a Hough transform algorithm from the scratch. MATLAB already has the function “i...

7 months ago | 1

Answered

How to import pretrained models with multiple outputs to MATLAB?

Hi Amin, The issue which you mentioned is a known issue and the concerned team is working on it. One thing that can be tried a...

How to import pretrained models with multiple outputs to MATLAB?

Hi Amin, The issue which you mentioned is a known issue and the concerned team is working on it. One thing that can be tried a...

7 months ago | 0

Answered

How can I train a network to use clustering on a set of images, to extract an object?

Hi Tom, Object segmentation using K-means clustering algorithm works only when the object in the image is differentiable quite ...

How can I train a network to use clustering on a set of images, to extract an object?

Hi Tom, Object segmentation using K-means clustering algorithm works only when the object in the image is differentiable quite ...

7 months ago | 0

Answered

kalmd gain L in descrite

Hi, The stack of error above shows the Riccati condition violates during the stabilization of Kalman solution. As it says, In ...

kalmd gain L in descrite

Hi, The stack of error above shows the Riccati condition violates during the stabilization of Kalman solution. As it says, In ...

7 months ago | 0

| accepted

Answered

Calculating a log liklihood ratio test based on covariance and mean.

Hi Niveditha, There is a function in MATLAB “lratiotest” which will calculate the likelihood ratio test, given the model specif...

Calculating a log liklihood ratio test based on covariance and mean.

Hi Niveditha, There is a function in MATLAB “lratiotest” which will calculate the likelihood ratio test, given the model specif...

9 months ago | 0

Answered

Is it possible to include dropout in a fitting network?

Hi Carolin, Input argument of fitnet function takes array as an input. This array contains the number of neuron to be set up in...

Is it possible to include dropout in a fitting network?

Hi Carolin, Input argument of fitnet function takes array as an input. This array contains the number of neuron to be set up in...

9 months ago | 0

Answered

i need matlab code for ant colony optimization for length find(target-order==0)

Hi Shobana, Ant colony Optimization (ACO) and Particle swarm optimization(PSO) are the recent Evolutionary algorithm and need a...

i need matlab code for ant colony optimization for length find(target-order==0)

Hi Shobana, Ant colony Optimization (ACO) and Particle swarm optimization(PSO) are the recent Evolutionary algorithm and need a...

9 months ago | 1

Answered

Error when importing trained Keras network

Hi Cyrus, This is an MException error, generally occur when an inappropriate identifier has been passed to the function. Follo...

Error when importing trained Keras network

Hi Cyrus, This is an MException error, generally occur when an inappropriate identifier has been passed to the function. Follo...

9 months ago | 0

| accepted

Answered

Error in running 3-D Brain Tumor Segmentation Using Deep Learning

Hi Jennifer, Cannot unzip file. tempdir needs write permissions and sufficient free space this stack of error suggest that “ni...

Error in running 3-D Brain Tumor Segmentation Using Deep Learning

Hi Jennifer, Cannot unzip file. tempdir needs write permissions and sufficient free space this stack of error suggest that “ni...

9 months ago | 0

Answered

Shadow removal in aerial images

Hi Divya, I would suggest to first create a mask of shadow, now there is a lot of different methods like morphological operatio...

Shadow removal in aerial images

Hi Divya, I would suggest to first create a mask of shadow, now there is a lot of different methods like morphological operatio...

9 months ago | 1

| accepted

Answered

SURF features from RGB

Hi Olivia, Bag of features also uses the same “detectSURF” function to detect the surf features. Although you are storing RGB i...

SURF features from RGB

Hi Olivia, Bag of features also uses the same “detectSURF” function to detect the surf features. Although you are storing RGB i...

10 months ago | 0

Answered

Importing Caffe network error ' Scale layer without a preceding BatchNorm layer'

If we see the original paper of Batch Normalization, the author mentioned that, “we make sure that the transformation inserted i...

Importing Caffe network error ' Scale layer without a preceding BatchNorm layer'

If we see the original paper of Batch Normalization, the author mentioned that, “we make sure that the transformation inserted i...

10 months ago | 0

Answered

Cost in fitcecoc input

I am not sure what LabelsRed variable is in your code but let’s just assume you have defined misclassification cost matrix corre...

Cost in fitcecoc input

I am not sure what LabelsRed variable is in your code but let’s just assume you have defined misclassification cost matrix corre...

10 months ago | 0

| accepted

Answered

Relative Gain Array(RGA) for Laplacian matrix ( which have zero eigenvalues )

Generally, RGA is calculated for non-singular matrices but in some specific cases similar idea can be expanded to singular matri...

Relative Gain Array(RGA) for Laplacian matrix ( which have zero eigenvalues )

Generally, RGA is calculated for non-singular matrices but in some specific cases similar idea can be expanded to singular matri...

10 months ago | 0

| accepted

Answered

How can I do mutli-class classification with the 3D Unet ?

Multiclass classifiers are very similar to binary classifier, you may need to change the last layer of your model to make the mu...

How can I do mutli-class classification with the 3D Unet ?

Multiclass classifiers are very similar to binary classifier, you may need to change the last layer of your model to make the mu...

10 months ago | 0