Project

• Welcome_to_Wakahara_Lab.pdf
• Introduction_to_Handwritten_Character_Recognition.pdf

Introduction to CIS for DM

• DM_intro_waka.pdf

Topics

• Bayes_decision_theory.pdf
• Parametric_probability_density_estimation.pdf
• Mixture_models.pdf
• Multilayer_perceptron.pdf
• myNN.h
• BPlearn.c
• NNrecog.c
• iden.lrn
• iden.nn
• Radial_basis_functions.pdf
• nrutil.h
• svd.h
• solve_linear_eqs.c
• Support_vector_machines.pdf
• Parameter_optimization.pdf
• Learning_and_generaliation.pdf
• PGM_digit.c
• make_dic_dir_all.c
• make_fv_dir_all.c
• reco_batch_dir_all.c

Human Computer Interaction Lecture Notes

• Hci_1.pdf
• Hci_final_project.pdf

Programming Mini-projects 3

• MiniPro3_waka.pdf
• mypgm.h
• myppm.h
• gen_2Dgauss_mix.c
• single_linkage.c
• 2Dgauss_mix.pgm
• 2Dring.pgm
• 2Dring_split.pgm
• sample1.ppm
• sample2.ppm
• sample3.ppm
• color_kmeans_clustering.c

Statistics II Lecture Notes

• statistics_II_1.pdf
• Octave_by_Sugiyama.pdf
• statistics_II_2.pdf
• statistics_II_3.pdf
• g2_pdf.pdf
• Ex04_sample.pdf
• statistics_II_4.pdf
• for_while_sum.pdf
• statistics_II_5.pdf
• statistics_II_6.pdf
• statistics_II_7.pdf
• statistics_II_8.pdf
• statistics_II_9.pdf
• digit.mat
• statistics_II_10.pdf
• statistics_II_11.pdf
• statistics_II_12.pdf
• statistics_II_13.pdf
• 2011statistics_II_exam_sample.pdf

Pattern Recognition Lecture Notes

• patrec_1.pdf
• patrec_2.pdf
• patrec_3.pdf
• patrec_4.pdf
• patrec_5.pdf
• patrec_6.pdf
• patrec_7.pdf
• patrec_8.pdf
• patrec_9.pdf
• patrec_10.pdf
• patrec_11.pdf
• patrec_12.pdf
• patrec_13.pdf
• 2011patrec_exam_sample.pdf
• 2011patrec_exam_sample_ans.pdf

C Program Source Codes

• mypgm.h
• myppm.h
• FFT1.h
• FFT2.h
• myGA.h
• histogram.c
• inverse.c
• move_av.c
• sobel.c
• move_av_times.c
• laplacian.c
• sharpen.c
• dilate8.c
• erode8.c
• boundary4.c
• FFT1fltr.c
• FFT2fltr.c
• FFT2fltr_l.c
• FFT2fltr_h.c
• FFT2fltr_c.c
• sum_of_images.c
• FFT2fltr_Low.c
• FFT2fltr_Low_gauss.c
• lin_hst.c
• eql_hst.c
• deblur_V.c
• fix_th.c
• otsu_th.c
• Hilditch.c
• minutiae.c
• FFT2fltr_powB.c
• kfill.c
• max_match.c
• L1_match.c
• sim_cor.c
• affine.c
• labeling.c
• match_GA_cor.c

Natural Scene Images

• chess.pgm
• chess_noise.pgm
• sky.pgm
• chess256.pgm
• chess_noise256.pgm
• sky256.pgm

Artificial Images

• digit.pgm
• circle16.pgm
• circle16_shift.pgm
• circles16.pgm
• circle32.pgm
• triangle.pgm
• rectangle.pgm
• rectangle_45.pgm
• x_stripe.pgm
• x_cosine.pgm

Binary Fingerprint Images

• fp0_thin.pgm
• fp0.pgm
• fp1.pgm
• fp2.pgm
• fp3.pgm
• fp4.pgm
• fp5.pgm
• fp6.pgm
• fp7.pgm
• fp8.pgm
• fp9.pgm

Grayscale Fingerprint Images

• fp_whole.pgm
• fp_part.pgm
• fp001_0.pgm
• fp001_1.pgm
• fp002_0.pgm
• fp002_1.pgm
• fp003_0.pgm
• fp003_1.pgm
• fp004_0.pgm
• fp004_1.pgm
• fp005_0.pgm
• fp005_1.pgm
• fp006_0.pgm
• fp006_1.pgm
• fp007_0.pgm
• fp007_1.pgm
• fp008_0.pgm
• fp008_1.pgm
• fp009_0.pgm
• fp009_1.pgm
• fp010_0.pgm
• fp010_1.pgm
• fp011_0.pgm
• fp011_1.pgm
• fp012_0.pgm
• fp012_1.pgm
• fp013_0.pgm
• fp013_1.pgm
• fp014_0.pgm
• fp014_1.pgm
• fp015_0.pgm
• fp015_1.pgm
• fp016_0.pgm
• fp016_1.pgm
• fp017_0.pgm
• fp017_1.pgm
• fp018_0.pgm
• fp018_1.pgm
• fp019_0.pgm
• fp019_1.pgm
• fp020_0.pgm
• fp020_1.pgm
• fp021_0.pgm
• fp021_1.pgm
• fp022_0.pgm
• fp022_1.pgm
• fp023_0.pgm
• fp023_1.pgm
• fp024_0.pgm
• fp024_1.pgm
• fp025_0.pgm
• fp025_1.pgm
• fp026_0.pgm
• fp026_1.pgm
• fp027_0.pgm
• fp027_1.pgm
• fp028_0.pgm
• fp028_1.pgm
• fp029_0.pgm
• fp029_1.pgm
• fp030_0.pgm
• fp030_1.pgm
• fp031_0.pgm
• fp031_1.pgm
• fp032_0.pgm
• fp032_1.pgm
• fp033_0.pgm
• fp033_1.pgm
• fp034_0.pgm
• fp034_1.pgm
• fp035_0.pgm
• fp035_1.pgm
• fp036_0.pgm
• fp036_1.pgm
• fp037_0.pgm
• fp037_1.pgm
• fp038_0.pgm
• fp038_1.pgm
• fp039_0.pgm
• fp039_1.pgm
• fp040_0.pgm
• fp040_1.pgm
• fp041_0.pgm
• fp041_1.pgm
• fp042_0.pgm
• fp042_1.pgm
• fp043_0.pgm
• fp043_1.pgm
• fp044_0.pgm
• fp044_1.pgm
• fp045_0.pgm
• fp045_1.pgm
• fp046_0.pgm
• fp046_1.pgm
• fp047_0.pgm
• fp047_1.pgm
• fp048_0.pgm
• fp048_1.pgm
• fp049_0.pgm
• fp049_1.pgm
• fp050_0.pgm
• fp050_1.pgm