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Advanced Background Subtraction

Tamajit Banerjee | Mustafa Chasmai

Advanced Background Subtraction, part of an assignment for course COL780 2021 taken by Prof. Chetan Arora.

The detailed problem statement can be found here and the report describing the approach can be found here.

A few different datasets were provided with some specific background and scene assumptions. For each of the dataset, methods were devised to effectively handle the specific challenges implied by the assumptions.

Cars Dataset

Illumination changes dataset

Jitter Tennis dataset