University / Personal Experiments / Completed
Image Thresholding for Background Removal
Image preprocessing for white and near-white background removal through threshold segmentation.
University / Personal Experiments
Signal / Image Processing
Role: University / Personal Experiment
Completed
2023
Problem, execution, and outcomes
Foreground objects needed to be separated from light backgrounds with a simple explainable processing method.
Developed RGB thresholding, edge-preservation tuning, and noise-reduction post-processing in MATLAB.
Built an explainable segmentation workflow.
Improved foreground/background separation.
Documented image-processing tradeoffs.
RGB thresholdingSegmentationMATLAB
Capability Proven: Image preprocessing pipeline development with evidence-driven parameter optimization.
MATLABImage ProcessingThresholding
Image ProcessingSegmentationExperiment
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