From c1722d8709ee078282a405a57f90c3d4e5950b15 Mon Sep 17 00:00:00 2001 From: ivoflipse Date: Sun, 15 Nov 2015 12:03:36 +0100 Subject: [PATCH 1/5] Moved range_rows_start/stop and range_colums_start/stop to hog_histograms Divided the total by the size of the cell to normalize the result in cell_hog --- skimage/feature/_hoghistogram.pyx | 36 ++++++++++++++++++++----------- 1 file changed, 23 insertions(+), 13 deletions(-) diff --git a/skimage/feature/_hoghistogram.pyx b/skimage/feature/_hoghistogram.pyx index 3f8899dd..cd34caae 100644 --- a/skimage/feature/_hoghistogram.pyx +++ b/skimage/feature/_hoghistogram.pyx @@ -10,7 +10,9 @@ cdef float cell_hog(double[:, ::1] magnitude, float orientation_start, float orientation_end, int cell_columns, int cell_rows, int column_index, int row_index, - int size_columns, int size_rows) nogil: + int size_columns, int size_rows, + int range_rows_start, int range_rows_stop, + int range_columns_start, int range_columns_stop) nogil: """Calculation of the cell's HOG value Parameters @@ -35,22 +37,23 @@ cdef float cell_hog(double[:, ::1] magnitude, Number of columns. size_rows : int Number of rows. + range_rows_start : int + Start row of cell. + range_rows_stop : int + Stop row of cell. + range_columns_start : int + Start column of cell. + range_columns_stop : int + Stop column of cell Returns ------- total : float The total HOG value. """ - cdef int cell_column, cell_row, cell_row_index, cell_column_index, \ - range_columns_start, range_columns_stop, range_rows_start, \ - range_rows_stop - - range_rows_stop = cell_rows/2 - range_rows_start = -range_rows_stop - range_columns_stop = cell_columns/2 - range_columns_start = -range_columns_stop - + cdef int cell_column, cell_row, cell_row_index, cell_column_index cdef float total = 0. + for cell_row in range(range_rows_start, range_rows_stop): cell_row_index = row_index + cell_row if (cell_row_index < 0 or cell_row_index >= size_rows): @@ -67,7 +70,7 @@ cdef float cell_hog(double[:, ::1] magnitude, total += magnitude[cell_row_index, cell_column_index] - return total + return total / (cell_rows * cell_columns) def hog_histograms(double[:, ::1] gradient_columns, double[:, ::1] gradient_rows, @@ -106,7 +109,9 @@ def hog_histograms(double[:, ::1] gradient_columns, gradient_rows) cdef double[:, ::1] orientation = \ np.arctan2(gradient_rows, gradient_columns) * (180 / np.pi) % 180 - cdef int i, x, y, o, yi, xi, cc, cr, x0, y0 + cdef int i, x, y, o, yi, xi, cc, cr, x0, y0, \ + range_rows_start, range_rows_stop, \ + range_columns_start, range_columns_stop cdef float orientation_start, orientation_end, \ number_of_orientations_per_180 @@ -115,6 +120,10 @@ def hog_histograms(double[:, ::1] gradient_columns, cc = cell_rows * number_of_cells_rows cr = cell_columns * number_of_cells_columns number_of_orientations_per_180 = 180. / number_of_orientations + range_rows_stop = cell_rows/2 + range_rows_start = -range_rows_stop + range_columns_stop = cell_columns/2 + range_columns_start = -range_columns_stop with nogil: # compute orientations integral images @@ -134,7 +143,8 @@ def hog_histograms(double[:, ::1] gradient_columns, while x < cr: orientation_histogram[yi, xi, i] = cell_hog(magnitude, orientation, orientation_start, orientation_end, - cell_columns, cell_rows, x, y, size_columns, size_rows) + cell_columns, cell_rows, x, y, size_columns, size_rows, + range_rows_start, range_rows_stop, range_columns_start, range_columns_stop) xi += 1 x += cell_columns From 8b7920ea131ba6c4712325d984f5fed5f9bd5e99 Mon Sep 17 00:00:00 2001 From: ivoflipse Date: Wed, 18 Nov 2015 23:05:32 +0100 Subject: [PATCH 2/5] Fix an error in the centre calculation --- skimage/feature/_hog.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/skimage/feature/_hog.py b/skimage/feature/_hog.py index afb2b4e9..c0f4cba8 100644 --- a/skimage/feature/_hog.py +++ b/skimage/feature/_hog.py @@ -127,13 +127,11 @@ def hog(image, orientations=9, pixels_per_cell=(8, 8), orientations_arr = np.arange(orientations) dx_arr = radius * np.cos(orientations_arr / orientations * np.pi) dy_arr = radius * np.sin(orientations_arr / orientations * np.pi) - cr2 = cy + cy - cc2 = cx + cx hog_image = np.zeros((sy, sx), dtype=float) for x in range(n_cellsx): for y in range(n_cellsy): for o, dx, dy in zip(orientations_arr, dx_arr, dy_arr): - centre = tuple([y * cr2 // 2, x * cc2 // 2]) + centre = tuple([y * cy + cy // 2, x * cx + cx // 2]) rr, cc = draw.line(int(centre[0] - dx), int(centre[1] + dy), int(centre[0] + dx), From 9048a203408e5b2642f8deed8c1532a9857f0452 Mon Sep 17 00:00:00 2001 From: ivoflipse Date: Wed, 18 Nov 2015 21:55:39 +0100 Subject: [PATCH 3/5] Fix an error in the centre calculation --- skimage/feature/_hoghistogram.pyx | 36 +++++++++++-------------------- 1 file changed, 13 insertions(+), 23 deletions(-) diff --git a/skimage/feature/_hoghistogram.pyx b/skimage/feature/_hoghistogram.pyx index cd34caae..3f8899dd 100644 --- a/skimage/feature/_hoghistogram.pyx +++ b/skimage/feature/_hoghistogram.pyx @@ -10,9 +10,7 @@ cdef float cell_hog(double[:, ::1] magnitude, float orientation_start, float orientation_end, int cell_columns, int cell_rows, int column_index, int row_index, - int size_columns, int size_rows, - int range_rows_start, int range_rows_stop, - int range_columns_start, int range_columns_stop) nogil: + int size_columns, int size_rows) nogil: """Calculation of the cell's HOG value Parameters @@ -37,23 +35,22 @@ cdef float cell_hog(double[:, ::1] magnitude, Number of columns. size_rows : int Number of rows. - range_rows_start : int - Start row of cell. - range_rows_stop : int - Stop row of cell. - range_columns_start : int - Start column of cell. - range_columns_stop : int - Stop column of cell Returns ------- total : float The total HOG value. """ - cdef int cell_column, cell_row, cell_row_index, cell_column_index - cdef float total = 0. + cdef int cell_column, cell_row, cell_row_index, cell_column_index, \ + range_columns_start, range_columns_stop, range_rows_start, \ + range_rows_stop + range_rows_stop = cell_rows/2 + range_rows_start = -range_rows_stop + range_columns_stop = cell_columns/2 + range_columns_start = -range_columns_stop + + cdef float total = 0. for cell_row in range(range_rows_start, range_rows_stop): cell_row_index = row_index + cell_row if (cell_row_index < 0 or cell_row_index >= size_rows): @@ -70,7 +67,7 @@ cdef float cell_hog(double[:, ::1] magnitude, total += magnitude[cell_row_index, cell_column_index] - return total / (cell_rows * cell_columns) + return total def hog_histograms(double[:, ::1] gradient_columns, double[:, ::1] gradient_rows, @@ -109,9 +106,7 @@ def hog_histograms(double[:, ::1] gradient_columns, gradient_rows) cdef double[:, ::1] orientation = \ np.arctan2(gradient_rows, gradient_columns) * (180 / np.pi) % 180 - cdef int i, x, y, o, yi, xi, cc, cr, x0, y0, \ - range_rows_start, range_rows_stop, \ - range_columns_start, range_columns_stop + cdef int i, x, y, o, yi, xi, cc, cr, x0, y0 cdef float orientation_start, orientation_end, \ number_of_orientations_per_180 @@ -120,10 +115,6 @@ def hog_histograms(double[:, ::1] gradient_columns, cc = cell_rows * number_of_cells_rows cr = cell_columns * number_of_cells_columns number_of_orientations_per_180 = 180. / number_of_orientations - range_rows_stop = cell_rows/2 - range_rows_start = -range_rows_stop - range_columns_stop = cell_columns/2 - range_columns_start = -range_columns_stop with nogil: # compute orientations integral images @@ -143,8 +134,7 @@ def hog_histograms(double[:, ::1] gradient_columns, while x < cr: orientation_histogram[yi, xi, i] = cell_hog(magnitude, orientation, orientation_start, orientation_end, - cell_columns, cell_rows, x, y, size_columns, size_rows, - range_rows_start, range_rows_stop, range_columns_start, range_columns_stop) + cell_columns, cell_rows, x, y, size_columns, size_rows) xi += 1 x += cell_columns From 2adab1560ab6bff90c620084c7c85d5aeb85ba4a Mon Sep 17 00:00:00 2001 From: ivoflipse Date: Wed, 18 Nov 2015 23:15:51 +0100 Subject: [PATCH 4/5] Reapplying the changes that got reverted --- skimage/feature/_hoghistogram.pyx | 36 ++++++++++++++++++++----------- 1 file changed, 23 insertions(+), 13 deletions(-) diff --git a/skimage/feature/_hoghistogram.pyx b/skimage/feature/_hoghistogram.pyx index 3f8899dd..cd34caae 100644 --- a/skimage/feature/_hoghistogram.pyx +++ b/skimage/feature/_hoghistogram.pyx @@ -10,7 +10,9 @@ cdef float cell_hog(double[:, ::1] magnitude, float orientation_start, float orientation_end, int cell_columns, int cell_rows, int column_index, int row_index, - int size_columns, int size_rows) nogil: + int size_columns, int size_rows, + int range_rows_start, int range_rows_stop, + int range_columns_start, int range_columns_stop) nogil: """Calculation of the cell's HOG value Parameters @@ -35,22 +37,23 @@ cdef float cell_hog(double[:, ::1] magnitude, Number of columns. size_rows : int Number of rows. + range_rows_start : int + Start row of cell. + range_rows_stop : int + Stop row of cell. + range_columns_start : int + Start column of cell. + range_columns_stop : int + Stop column of cell Returns ------- total : float The total HOG value. """ - cdef int cell_column, cell_row, cell_row_index, cell_column_index, \ - range_columns_start, range_columns_stop, range_rows_start, \ - range_rows_stop - - range_rows_stop = cell_rows/2 - range_rows_start = -range_rows_stop - range_columns_stop = cell_columns/2 - range_columns_start = -range_columns_stop - + cdef int cell_column, cell_row, cell_row_index, cell_column_index cdef float total = 0. + for cell_row in range(range_rows_start, range_rows_stop): cell_row_index = row_index + cell_row if (cell_row_index < 0 or cell_row_index >= size_rows): @@ -67,7 +70,7 @@ cdef float cell_hog(double[:, ::1] magnitude, total += magnitude[cell_row_index, cell_column_index] - return total + return total / (cell_rows * cell_columns) def hog_histograms(double[:, ::1] gradient_columns, double[:, ::1] gradient_rows, @@ -106,7 +109,9 @@ def hog_histograms(double[:, ::1] gradient_columns, gradient_rows) cdef double[:, ::1] orientation = \ np.arctan2(gradient_rows, gradient_columns) * (180 / np.pi) % 180 - cdef int i, x, y, o, yi, xi, cc, cr, x0, y0 + cdef int i, x, y, o, yi, xi, cc, cr, x0, y0, \ + range_rows_start, range_rows_stop, \ + range_columns_start, range_columns_stop cdef float orientation_start, orientation_end, \ number_of_orientations_per_180 @@ -115,6 +120,10 @@ def hog_histograms(double[:, ::1] gradient_columns, cc = cell_rows * number_of_cells_rows cr = cell_columns * number_of_cells_columns number_of_orientations_per_180 = 180. / number_of_orientations + range_rows_stop = cell_rows/2 + range_rows_start = -range_rows_stop + range_columns_stop = cell_columns/2 + range_columns_start = -range_columns_stop with nogil: # compute orientations integral images @@ -134,7 +143,8 @@ def hog_histograms(double[:, ::1] gradient_columns, while x < cr: orientation_histogram[yi, xi, i] = cell_hog(magnitude, orientation, orientation_start, orientation_end, - cell_columns, cell_rows, x, y, size_columns, size_rows) + cell_columns, cell_rows, x, y, size_columns, size_rows, + range_rows_start, range_rows_stop, range_columns_start, range_columns_stop) xi += 1 x += cell_columns From c095daa2346c34bbd0ec628d1b52368301343402 Mon Sep 17 00:00:00 2001 From: Korijn van Golen Date: Thu, 19 Nov 2015 13:58:57 +0100 Subject: [PATCH 5/5] Added unit test to check correct output of HOG on Lena grayscale image, and added feature_vector parameter to disable the .ravel() call on the result. --- skimage/data/lena_GRAY_U8_hog.npy | Bin 0 -> 127088 bytes skimage/feature/_hog.py | 13 ++++++++++--- skimage/feature/tests/test_hog.py | 15 ++++++++++++++- 3 files changed, 24 insertions(+), 4 deletions(-) create mode 100644 skimage/data/lena_GRAY_U8_hog.npy diff --git a/skimage/data/lena_GRAY_U8_hog.npy b/skimage/data/lena_GRAY_U8_hog.npy new file mode 100644 index 0000000000000000000000000000000000000000..71ebf61f9d8c15d6776a5b9b00ff41e484d66d85 GIT binary patch literal 127088 zcmYIwcRZKh`#+Veq@*RO5TSvDkSAsDz4zXG@4fe)*<^1DEs{#25=w|@P#QuCeP6%d 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