How to sample data to increase presence of solar panels in the images?

I am working on creating deep neural network on geospatial dataset and wanted to know how to do the sampling so that I can increase the presence of solar panels in the images. I cannot use entire...

25 February 2021 3,936 6 View

Is it ok if in measurement model one of the construct having less AVE than 0.5?

In measurement model, one of the construct having AVE 0.4 but the composite reliability is 1 and Chi square = 1.099, GFI = 0.995, CFI = 0.997, RMSEA = 0.022. So, is it OK to go ahead in SEM.

17 July 2020 7,088 4 View

Relative telomere length calculation with Ct values?

10 May 2020 7,398 2 View

In empirical research can we present two different framework?

In SEM, can we present two different models, one bases on theoretical base and other for hypothesis testing? OR In one model we have to present model fit and hypothesis?

03 May 2020 3,441 5 View

Which wavelet transform would be better to use for image classification?

I am trying to use wavelet transform as part of pooling operation in Convolutional Neural Network for Facial emotion classification.As part of this I tried with simple Haar wavelet but it doesn't...

05 February 2020 583 6 View

I am trying to build a cnn model for recognition of fruits. I tried with different parameters but accuracy is not more than 66% .How to increase it?

I am implementing the model in Matlab R2018a. I have twenty categories. My training accuracy goes to 98% but validation accuracy is 60-66%. If I reduce overfiitting , then both comes to near...

04 November 2019 9,352 13 View

Which are the perfect hardware platforms to compute ML-based inference at the network edge?

Edge Computing, IoT, Decentralized Machine Learning, Edge Gateways

12 October 2019 9,940 2 View

How to couple eulerian and lagrangian phases in abaqus?

Hello, I am trying to simulate airbind effect on door slamming. I am unable to couple lagrangian and eulerian sections. Thanks

10 September 2019 7,423 1 View

What are relevant theories that might help me to understand how people value urban open spaces?

Apart from economic values of urban spaces measured using CV and HP, there are other social and ecological benefits offered by urban open spaces. I want to understand whether urban residents...

06 September 2019 278 9 View

How to do expert based classification?

for generating the land use land cover

14 February 2019 9,582 3 View

Satellite orbit estimation using Recurrent Neural Network - what should I use?

Hello, I am a master's student studying in Yonsei Univeristy, Korea. I am trying to estimate the state of satellite, using Neural Network. Below is a simple flow of my study. 1. Train (t0 ~ t1)...

23 February 2021 6,383 3 View

How to discriminate between Sentinel-2 Level-2A Product Discriminators?

According to the Sentinel-2 user guide here (https://sentinel.esa.int/web/sentinel/user-guides/sentinel-2-msi/naming-convention), the compact naming convention is arranged as...

21 February 2021 5,919 9 View

Which is the best wavelength to study aerosol optical depth(AOD) related to climate reseach,which criteria must be adopted in choosing the wavelengh?

We are doing a study on impact of aerosol on precipitation. Which satellite data and which wavelength will be the best. or can some one suggest a criteria to be adopted to choose an instrument...

12 February 2021 6,324 3 View

Are the hyperspectral image datasets which are publicly available at ehu.eus website atmospherically and geometrically correct?

I've come across a couple of publicly available hyperspectral image datasets from the website http://www.ehu.eus/ccwintco/index.php/Hyperspectral_Remote_Sensing_Scenes Now, my concern is...

05 February 2021 3,550 1 View

Which satellite image gives best results for Land Use land cover classification(specifically for built up regions) for Indian region ?

Landsat, sentinel and USGS satellite images have varying accuracy for identification of urban built up dynamics ? Which one is best suited for India

04 February 2021 8,632 8 View

Can MATLAB be used in the Analyses of sharing and compatibility studies between Radiocommunication Systems using the Monte Carlo Simulation approach?

Hello All, Please is it possible to use MATLAB in analysing the sharing and compatibility studies between Satellite Communication systems and 5G systems using the Monte Carlo Simulation approach...

30 January 2021 8,893 2 View

SAR X-Band constellation from Capella Space?

Dear all, I'd like to open here a sort of forum for understanding how the geodesists community is moving in view of the X-band SAR satellite constellation. The new constellation will offer new...

24 January 2021 6,248 0 View

Satellite image classification?

I am working on an image classification competition for an internship. Dataset images are segmented buildings pasted on black background. The task is to guess if the top is made of concrete,...

24 January 2021 9,115 10 View

Which model is most suitable for urban simulation?

Respected sir/mam, I want to simulate the urban expansion using different time series LULC based on satellite image. please suggest me most suitable model for urban simulation. Thanks and regards.

17 January 2021 9,134 11 View

Suggest me some satellite image datasets used for crop yield estimation?

I have my synopsis presentation and i have to provide details about 2-3 datasets that I can use in my research. Topic is crops Yield estimation using satellite images. suggest me what I can write?...

13 January 2021 1,675 3 View