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(EEE 407 Image Processing Project) This project presents a remote sensing image registration framework utilizing deep convolutional neural networks. The system performs high-precision spatial alignment of multi-temporal datasets by extracting robust deep features to facilitate accurate change detection and geospatial analysis.