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Other datasets: image sequence 1, frame 000 vs frame 020.

Extensive experiments have been conducted across two kinds of datasets: image datasets and UCI datasets.

Table 3 Comparison of our proposed ANNet trained with different datasets Image Baby Bird Butterfly Head Woman Avg.

Table 8 Principle Component Decomposition of the Imagery Datasets Image set Variance explained by first eight Variance explained next eight RGB 76.00% 13.40% CIR 75.10% 13.70% CHM 72.60% 14.70%.

At the initial phase (a) there are two unimodal separate datasets (image and microarray data).

The linear approaches (PCA and LDA) did not perform highly in the cases of the unimodal datasets (image or microarrays).

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Chess dataset: image sequence 2, frame 960 vs frame 980.

Then, for each test image, we rotate it as the negative angle obtained using phase correlation technique to each dataset image.

Row 4: rice, rug, rye flakes, seeds 1, seeds 2. Row 5: sprinkles, floor tile, towel, wheat, wool fur Fig. 2 The texture dataset image acquisition setup.

The resulting numbers are averaged over three dataset images.

In our approach, we have taken dataset images for testing.

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