[Review] Purohit ICIP’18: Learning Based Single Image Blur Detection (Blur Detection)

Using Pix2Pix, Higher Accuracy Than Park CVPR’17

Blur Detection Results

Outline

1. Proposed Network Architecture

Proposed Network Architecture

1.1. Patch Level Classification Network (Bottom)

1.2. Image Level Classification Network (Top)

1.3. Final Detection and Segmentation

2. Experimental Results

2.1. Qualitative Comparison

Examples of test images in Park CVPR’17
Examples of test images in Park CVPR’17

2.2. Quantitative Comparison

Accuracies of Defocus blur segmentation performance on test images in Park CVPR’17

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