Download pca reconstruction Free Java Code

Description

Implementation of PCA Reconstruction for image detection.

Source Files

The download file pca_reconstruction-master.zip has the following entries.


.gitignore//from  w ww  .ja  va2 s  .  co m
README.markdown
calculate_train_pcs.m
calculate_weights.m
chart_correlation.m
classify_test_samples.m
classify_train_samples.m
consolidate_results.m
helpers/batch_all_errors.m
helpers/batch_reconstruction_errors.m
helpers/compute_edge.m
helpers/display_classification_summary.m
helpers/error_fitness_function.m
helpers/load_images_and_edges.m
helpers/plot_error_correlation.m
helpers/reconstruct_image.m
helpers/reconstruction_error.m
helpers/slide_window.m
helpers/total_reconstruction_error.m
load_paths.m
scan_all_images.m
set2/sobel/benchmark.txt
set2/sobel/charts/error_correlation_edge.pdf
set2/sobel/charts/error_correlation_edge.pdf.fig
set2/sobel/charts/error_correlation_grayscale.pdf
set2/sobel/charts/error_correlation_grayscale.pdf.fig
set2/sobel/charts/error_correlation_negative.pdf
set2/sobel/charts/error_correlation_negative.pdf.fig
set2/sobel/charts/error_correlation_positive.pdf
set2/sobel/charts/error_correlation_positive.pdf.fig
set2/sobel/charts/error_correlation_total_by_class.pdf
set2/sobel/charts/error_correlation_total_by_class.pdf.fig
set2/sobel/charts/error_correlation_total_by_type.pdf
set2/sobel/charts/error_correlation_total_by_type.pdf.fig
set2/sobel/charts/error_correlation_total_weighted_by_class.pdf
set2/sobel/charts/error_correlation_total_weighted_by_class.pdf.fig
set2/sobel/charts/error_correlation_total_weighted_by_type.pdf
set2/sobel/charts/error_correlation_total_weighted_by_type.pdf.fig
set2/sobel/charts/k=100.txt
set2/sobel/charts/k=100/error_correlation_edge.pdf
set2/sobel/charts/k=100/error_correlation_grayscale.pdf
set2/sobel/charts/k=100/error_correlation_negative.pdf
set2/sobel/charts/k=100/error_correlation_positive.pdf
set2/sobel/charts/k=100/error_correlation_total_by_class.pdf
set2/sobel/charts/k=100/error_correlation_total_by_type.pdf
set2/sobel/charts/k=100/error_correlation_total_weighted_by_class.pdf
set2/sobel/charts/k=100/error_correlation_total_weighted_by_type.pdf
set2/sobel/charts/k=100/fig/error_correlation_edge.pdf.fig
set2/sobel/charts/k=100/fig/error_correlation_grayscale.pdf.fig
set2/sobel/charts/k=100/fig/error_correlation_negative.pdf.fig
set2/sobel/charts/k=100/fig/error_correlation_positive.pdf.fig
set2/sobel/charts/k=100/fig/error_correlation_total_by_class.pdf.fig
set2/sobel/charts/k=100/fig/error_correlation_total_by_type.pdf.fig
set2/sobel/charts/k=100/fig/error_correlation_total_weighted_by_class.pdf.fig
set2/sobel/charts/k=100/fig/error_correlation_total_weighted_by_type.pdf.fig
set2/sobel/charts/k=100/roc_edge.pdf
set2/sobel/charts/k=100/roc_grayscale.pdf
set2/sobel/charts/k=100/roc_negative.pdf
set2/sobel/charts/k=100/roc_positive.pdf
set2/sobel/charts/k=100/roc_total.pdf
set2/sobel/charts/k=100/roc_total_weighted.pdf
set2/sobel/charts/k=200.txt
set2/sobel/charts/k=200/error_correlation_edge.pdf
set2/sobel/charts/k=200/error_correlation_grayscale.pdf
set2/sobel/charts/k=200/error_correlation_negative.pdf
set2/sobel/charts/k=200/error_correlation_positive.pdf
set2/sobel/charts/k=200/error_correlation_total_by_class.pdf
set2/sobel/charts/k=200/error_correlation_total_by_type.pdf
set2/sobel/charts/k=200/error_correlation_total_weighted_by_class.pdf
set2/sobel/charts/k=200/error_correlation_total_weighted_by_type.pdf
set2/sobel/charts/k=200/fig/error_correlation_edge.pdf.fig
set2/sobel/charts/k=200/fig/error_correlation_grayscale.pdf.fig
set2/sobel/charts/k=200/fig/error_correlation_negative.pdf.fig
set2/sobel/charts/k=200/fig/error_correlation_positive.pdf.fig
set2/sobel/charts/k=200/fig/error_correlation_total_by_class.pdf.fig
set2/sobel/charts/k=200/fig/error_correlation_total_by_type.pdf.fig
set2/sobel/charts/k=200/fig/error_correlation_total_weighted_by_class.pdf.fig
set2/sobel/charts/k=200/fig/error_correlation_total_weighted_by_type.pdf.fig
set2/sobel/charts/k=200/roc_edge.pdf
set2/sobel/charts/k=200/roc_grayscale.pdf
set2/sobel/charts/k=200/roc_negative.pdf
set2/sobel/charts/k=200/roc_positive.pdf
set2/sobel/charts/k=200/roc_total.pdf
set2/sobel/charts/k=200/roc_total_weighted.pdf
set2/sobel/charts/k=25.txt
set2/sobel/charts/k=25/error_correlation_edge.pdf
set2/sobel/charts/k=25/error_correlation_grayscale.pdf
set2/sobel/charts/k=25/error_correlation_negative.pdf
set2/sobel/charts/k=25/error_correlation_positive.pdf
set2/sobel/charts/k=25/error_correlation_total_by_class.pdf
set2/sobel/charts/k=25/error_correlation_total_by_type.pdf
set2/sobel/charts/k=25/error_correlation_total_weighted_by_class.pdf
set2/sobel/charts/k=25/error_correlation_total_weighted_by_type.pdf
set2/sobel/charts/k=25/fig/error_correlation_edge.pdf.fig
set2/sobel/charts/k=25/fig/error_correlation_grayscale.pdf.fig
set2/sobel/charts/k=25/fig/error_correlation_negative.pdf.fig
set2/sobel/charts/k=25/fig/error_correlation_positive.pdf.fig
set2/sobel/charts/k=25/fig/error_correlation_total_by_class.pdf.fig
set2/sobel/charts/k=25/fig/error_correlation_total_by_type.pdf.fig
set2/sobel/charts/k=25/fig/error_correlation_total_weighted_by_class.pdf.fig
set2/sobel/charts/k=25/fig/error_correlation_total_weighted_by_type.pdf.fig
set2/sobel/charts/k=300.txt
set2/sobel/charts/k=300/error_correlation_edge.pdf
set2/sobel/charts/k=300/error_correlation_grayscale.pdf
set2/sobel/charts/k=300/error_correlation_negative.pdf
set2/sobel/charts/k=300/error_correlation_positive.pdf
set2/sobel/charts/k=300/error_correlation_total_by_class.pdf
set2/sobel/charts/k=300/error_correlation_total_by_type.pdf
set2/sobel/charts/k=300/error_correlation_total_weighted_by_class.pdf
set2/sobel/charts/k=300/error_correlation_total_weighted_by_type.pdf
set2/sobel/charts/k=300/fig/error_correlation_edge.pdf.fig
set2/sobel/charts/k=300/fig/error_correlation_grayscale.pdf.fig
set2/sobel/charts/k=300/fig/error_correlation_negative.pdf.fig
set2/sobel/charts/k=300/fig/error_correlation_positive.pdf.fig
set2/sobel/charts/k=300/fig/error_correlation_total_by_class.pdf.fig
set2/sobel/charts/k=300/fig/error_correlation_total_by_type.pdf.fig
set2/sobel/charts/k=300/fig/error_correlation_total_weighted_by_class.pdf.fig
set2/sobel/charts/k=300/fig/error_correlation_total_weighted_by_type.pdf.fig
set2/sobel/charts/k=300/roc_edge.pdf
set2/sobel/charts/k=300/roc_grayscale.pdf
set2/sobel/charts/k=300/roc_negative.pdf
set2/sobel/charts/k=300/roc_positive.pdf
set2/sobel/charts/k=300/roc_total.pdf
set2/sobel/charts/k=300/roc_total_weighted.pdf
set2/sobel/charts/k=400.txt
set2/sobel/charts/k=400/error_correlation_edge.pdf
set2/sobel/charts/k=400/error_correlation_grayscale.pdf
set2/sobel/charts/k=400/error_correlation_negative.pdf
set2/sobel/charts/k=400/error_correlation_positive.pdf
set2/sobel/charts/k=400/error_correlation_total_by_class.pdf
set2/sobel/charts/k=400/error_correlation_total_by_type.pdf
set2/sobel/charts/k=400/error_correlation_total_weighted_by_class.pdf
set2/sobel/charts/k=400/error_correlation_total_weighted_by_type.pdf
set2/sobel/charts/k=400/fig/error_correlation_edge.pdf.fig
set2/sobel/charts/k=400/fig/error_correlation_grayscale.pdf.fig
set2/sobel/charts/k=400/fig/error_correlation_negative.pdf.fig
set2/sobel/charts/k=400/fig/error_correlation_positive.pdf.fig
set2/sobel/charts/k=400/fig/error_correlation_total_by_class.pdf.fig
set2/sobel/charts/k=400/fig/error_correlation_total_by_type.pdf.fig
set2/sobel/charts/k=400/fig/error_correlation_total_weighted_by_class.pdf.fig
set2/sobel/charts/k=400/fig/error_correlation_total_weighted_by_type.pdf.fig
set2/sobel/charts/k=400/roc_edge.pdf
set2/sobel/charts/k=400/roc_grayscale.pdf
set2/sobel/charts/k=400/roc_negative.pdf
set2/sobel/charts/k=400/roc_positive.pdf
set2/sobel/charts/k=400/roc_total.pdf
set2/sobel/charts/k=400/roc_total_weighted.pdf
set2/sobel/charts/k=50.txt
set2/sobel/charts/k=50/error_correlation_edge.pdf
set2/sobel/charts/k=50/error_correlation_grayscale.pdf
set2/sobel/charts/k=50/error_correlation_negative.pdf
set2/sobel/charts/k=50/error_correlation_positive.pdf
set2/sobel/charts/k=50/error_correlation_total_by_class.pdf
set2/sobel/charts/k=50/error_correlation_total_by_type.pdf
set2/sobel/charts/k=50/error_correlation_total_weighted_by_class.pdf
set2/sobel/charts/k=50/error_correlation_total_weighted_by_type.pdf
set2/sobel/charts/k=50/fig/error_correlation_edge.pdf.fig
set2/sobel/charts/k=50/fig/error_correlation_grayscale.pdf.fig
set2/sobel/charts/k=50/fig/error_correlation_negative.pdf.fig
set2/sobel/charts/k=50/fig/error_correlation_positive.pdf.fig
set2/sobel/charts/k=50/fig/error_correlation_total_by_class.pdf.fig
set2/sobel/charts/k=50/fig/error_correlation_total_by_type.pdf.fig
set2/sobel/charts/k=50/fig/error_correlation_total_weighted_by_class.pdf.fig
set2/sobel/charts/k=50/fig/error_correlation_total_weighted_by_type.pdf.fig
set2/sobel/charts/k=50/roc_edge.pdf
set2/sobel/charts/k=50/roc_grayscale.pdf
set2/sobel/charts/k=50/roc_negative.pdf
set2/sobel/charts/k=50/roc_positive.pdf
set2/sobel/charts/k=50/roc_total.pdf
set2/sobel/charts/k=50/roc_total_weighted.pdf
set2/sobel/charts/roc_edge.pdf
set2/sobel/charts/roc_grayscale.pdf
set2/sobel/charts/roc_negative.pdf
set2/sobel/charts/roc_positive.pdf
set2/sobel/charts/roc_total.pdf
set2/sobel/charts/roc_total_weighted.pdf
set2/sobel/misclassified.txt
set_edge_method.m
toolbox/calculate_errors.m
toolbox/canny.m
toolbox/dir_filenames.m
toolbox/load_images.m
toolbox/normalize_image.m
toolbox/pca.m
toolbox/rocplot.m
toolbox/save_images.m
toolbox/sobel.m
utils/benchmark_classification.m
utils/chop_and_select_negatives.m
utils/classify_samples.m
utils/clear_errors.m
utils/dump_reconstructions.m
utils/load_pcs.m
utils/load_test_nonpedestrians.m
utils/load_test_pedestrians.m
utils/load_test_samples.m
utils/load_train_nonpedestrians.m
utils/load_train_pedestrians.m
utils/load_train_samples.m
utils/load_weights.m
utils/prepare_cbcl.m
utils/reset_weights.m
utils/scan_image.m
utils/show_misclassified.m
utils/shuffle_samples.m

Download

Click the following link to download pca_reconstruction-master.zip.

pca_reconstruction-master.zip




















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