Questions tagged [thresholding]
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65 questions
0 votes
0 answers
103 views
Need help to process the raw IQ file
I have a raw IQ file capture with rtl_sdr -f 1090000000 -s 2000000. I want to get the ADS-B message from it. I understand the basic of I and Q value, I normalize it ...
0 votes
0 answers
17 views
How to simulate PSD fluctuations and compute detection probability using CWT?
I'm simulating a detection system where the input is a power spectral density (PSD in dBm) distorted by noise. The goal is to evaluate how the probability of detection evolves with different levels of ...
1 vote
0 answers
42 views
Question regarding global thresholding algorithm for images
I am trying to mathematically prove that for an initial choice of threshold To, if we compute the successive thresholds as average of foreground and background means, the thresholds will follow a non-...
1 vote
0 answers
95 views
Replicating Hysteresis based Thresholding Technique to an Image from a Paper
I was reading a paper where they applied a hysteresis thresholding to help with segmentation of vessels in an image. It provided a formula to determine how to select a hard threshold (Th), which ...
4 votes
3 answers
903 views
How to decide whether a recording contains a signal of interest?
I am currently implementing an acoustic communication system in Matlab. For synchronization purposes, every transmission contains an upchirp preamble. The receiver uses cross-correlation to find the ...
1 vote
1 answer
1k views
How do I get various peak values from a 2-D array or a matrix?
I'm working on 2D array analysis or an image analysis and get to know the different block of peak values marked "circle" in attached plot [e.g. 2*2 matrix] of the 2D array [as shown in Fig. ...
0 votes
0 answers
24 views
Lung Detection and Segmentation in X Ray Image
I'm a beginner in image processing and I have to create a segmentation algorithm to detect lungs from an image . Image given : And after removing the noise from the image and applying a threshold the ...
-1 votes
1 answer
2k views
Faster way to Implement a CFAR (window average) Threshold
I implemented a version of a CFAR average in MATLAB but it's 'slow' and I need to speed it up. I included the pseudo code and logic below. I used a nested for loop to calculate the moving average but ...
1 vote
1 answer
1k views
Finding optimal decision threshold for binary comm system
I'm trying to solve the following exercise: Given a system that transmits bit $b$ with probability $p_b$ and $-b$ with $p_{-b}$ and the transmission is degraded by AWGN $N(0,\sigma^2)$. What is the ...
0 votes
1 answer
302 views
Concept of energy threshold
I am analyzing some program responsible for detecting the correct signal in the channel on the receiver side. It seems to me that such an implementation allows for the detection of the correct packets ...
1 vote
1 answer
107 views
What are the possible ways to find spots with most concentrated contrast on an image?
I'm thinking of pixelize + threshold, but I need a more formalized way of finding the darkest spots on the photo, with tweakable parameters. Something I can think of is the parts with lowest spatial ...
0 votes
1 answer
813 views
How to determine a suitable threshold when using amplitude thresholding method for spike detection?
I have seen number of approaches that have been introduced in the literature for spike detection including, amplitude thresholding method, Nonlinear Energy Operator method, and template matching ...
0 votes
4 answers
479 views
Signal analysis: selection of oscillatory parts
I'm trying to analyze the following signal: My aim is to select the high-amlitude oscillation parts limited by the red stars. At the beginning, i have tried to set a threshold and keep only the ...
1 vote
1 answer
146 views
Good way for segmenting this signal
I want to segment the following signal (units are x: [px], y: [a.u.]) and need a good way to do so. I want to achieve the following: I am only interested in the two wide "plateaus" with maximum value (...
0 votes
0 answers
60 views
Finding threshold for noisy pulse train
I have a noisy signal that roughly switches between two distinct amplitude levels, i.e. looks like a pule train with irregular pulse with and small variations in the "on" and "off" amplitude over time,...