The Prague Texture Segmentation Datagenerator and Benchmark

The Prague Texture Segmentation Datagenerator and Benchmark - Result Details

optimized
for


Benchmark - Colour [normal] CL		result by		veselj38's Histogram ratio features (1.5)

Note: TrainImageDivisionRatio=16, SegmentedPartSize=32


set \ criterion	CS	OS	US	ME	NE	O	C	CA	CO	CC	I	II	EA	MS	RM	CI	GCE	LCE	BCE	GBCE	BGM	SC	SSC	VD	L	AVI	NVI	NMI	M	ARI	JC	DC	FMI	WI	WII	NBDE
#3 - all	29.31	0.00	0.00	65.34	62.43	28.30	22.00	46.37	55.30	57.19	44.70	7.37	56.05	48.54	3.34	56.15	35.52	32.07	39.06	35.61	76.16	61.72	61.76	23.84	75.79	8.74	49.64	50.17	23.83	46.61	47.66	64.55	64.55	64.56	64.54	27.10
#4 - all	19.61	0.00	0.00	75.14	75.00	89.46	89.52	27.05	29.73	39.31	70.27	14.03	33.73	7.09	5.07	34.12	38.61	33.97	45.85	41.21	72.62	56.68	58.82	27.38	71.76	10.96	49.32	50.15	20.84	45.54	42.41	59.56	59.59	61.39	57.84	21.00
#5 - all	19.49	31.88	0.00	37.01	35.26	100.00	100.00	0.44	0.75	1.04	99.25	15.23	0.87	-40.30	8.03	0.88	42.79	37.01	55.67	49.89	57.19	46.67	46.06	35.24	57.43	12.49	48.40	49.42	21.85	38.46	35.52	52.42	52.73	58.75	47.33	22.14
#6 - all	0.00	27.03	0.00	72.07	68.25	99.96	99.93	1.37	4.17	1.75	95.83	20.13	2.45	-37.19	12.31	2.69	35.52	23.29	63.59	51.37	49.42	40.46	38.75	36.01	48.20	11.83	41.18	55.91	21.02	37.08	33.22	49.87	50.64	60.31	42.52	19.82
#7 - all	14.42	19.66	0.00	64.19	57.69	100.00	100.00	0.00	0.00	0.00	100.00	13.50	0.00	-42.29	7.06	0.00	34.94	28.49	49.96	43.51	65.63	54.28	56.04	28.31	63.88	11.09	35.55	63.28	12.85	52.03	42.45	59.60	59.84	65.49	54.69	13.51
#8 - all	0.00	0.00	0.00	100.00	100.00	100.00	100.00	13.25	20.35	19.55	79.65	10.27	19.12	-12.71	5.03	19.53	41.16	34.56	56.73	50.13	56.73	43.14	46.38	35.86	56.83	12.19	36.57	62.68	12.71	45.76	36.12	53.08	53.20	57.05	49.62	13.16
#9 - all	8.17	40.42	0.00	41.20	44.46	100.00	100.00	20.59	22.98	46.79	77.02	4.40	29.87	-10.12	8.28	32.27	34.40	26.68	60.58	52.86	51.90	43.29	44.09	34.68	51.41	12.66	35.96	61.59	14.33	42.56	33.70	50.42	51.81	65.54	40.96	13.95
#10 - all	9.64	0.00	0.00	87.97	89.02	100.00	100.00	0.00	0.00	0.00	100.00	10.34	0.00	-44.58	3.58	0.00	45.50	41.56	53.78	49.84	62.90	47.30	49.86	35.14	61.43	13.26	35.91	63.52	10.21	46.76	35.55	52.46	52.55	55.68	49.59	12.71
#11 - all	0.00	16.80	0.00	79.90	81.17	100.00	100.00	10.02	12.89	20.01	87.11	7.78	14.96	-27.15	4.60	15.69	44.04	37.23	56.75	49.94	59.19	44.45	46.33	36.30	59.07	12.96	33.72	65.38	10.17	45.22	34.07	50.82	51.11	56.80	45.98	11.04
#12 - all	0.00	0.00	0.00	100.00	100.00	100.00	100.00	3.47	5.76	8.37	94.24	8.09	6.03	-37.08	5.68	6.52	44.22	36.66	64.23	56.67	52.40	38.34	42.68	39.43	52.64	14.29	35.87	62.31	11.53	38.79	29.00	44.96	45.84	55.81	37.65	13.14
#6 - bark	0.00	0.00	0.00	100.00	100.00	96.92	98.75	7.80	14.21	10.42	85.79	13.08	11.83	-21.19	7.51	12.07	47.73	42.11	62.10	56.48	46.03	34.82	35.64	44.64	48.64	13.46	46.87	50.88	20.96	33.33	29.93	46.08	46.45	52.80	40.87	20.86
#6 - flowers	0.00	25.23	0.00	70.75	71.30	85.68	90.30	7.74	15.00	11.05	85.00	13.00	12.40	-19.47	8.07	12.70	43.30	35.33	62.00	54.03	50.09	37.62	42.77	42.08	52.88	13.25	46.11	52.17	19.65	36.15	31.71	48.15	48.34	52.91	44.17	18.44
#6 - glass	28.47	0.00	0.00	67.68	66.39	100.00	100.00	18.22	21.92	26.65	78.08	15.01	23.89	-10.62	7.82	24.09	33.90	28.62	45.90	40.62	70.42	57.63	59.43	26.62	67.14	10.27	35.74	62.96	14.50	52.55	44.27	61.37	61.66	67.90	55.99	13.25
#6 - man-made	0.00	0.00	100.00	0.00	0.00	100.00	91.97	0.64	8.03	0.64	91.97	8.03	1.19	-37.96	37.55	2.27	0.00	0.00	79.63	79.63	28.95	28.95	20.37	35.52	27.81	13.49	46.98	0.00	79.63	0.00	20.37	33.85	45.14	20.37	100.00	39.75
#6 - nature	0.00	49.53	0.00	41.65	46.60	98.77	95.71	13.06	16.94	20.91	83.06	25.45	17.77	-14.97	18.34	18.30	35.10	26.40	69.93	61.22	41.02	31.82	33.65	40.63	44.37	14.47	50.39	41.44	33.43	21.76	25.20	40.25	43.79	66.41	28.88	25.84
#6 - plants	13.57	0.00	21.31	57.13	60.70	100.00	100.00	0.25	0.54	0.46	99.46	16.96	0.50	-37.51	5.66	0.50	38.82	29.27	50.83	41.29	60.80	50.43	54.00	29.23	68.94	10.98	38.24	61.00	15.39	47.74	39.96	57.10	57.14	59.32	55.04	16.00
#6 - rock	0.00	0.00	0.00	100.00	100.00	87.20	88.00	14.83	21.01	26.12	78.99	15.47	23.06	-10.55	4.38	23.31	50.44	41.19	60.04	50.79	55.55	44.47	41.59	39.45	56.23	14.01	48.79	49.72	19.66	34.55	30.33	46.54	46.62	49.55	43.87	17.45
#6 - stone	0.00	0.00	0.00	100.00	100.00	61.25	73.25	30.54	36.31	66.68	63.69	6.60	43.17	14.06	16.42	47.03	29.46	19.41	65.74	55.69	47.37	36.20	42.63	34.52	49.97	12.21	42.53	51.16	26.55	33.12	31.85	48.31	51.37	73.16	36.07	21.40
#6 - textile	15.64	0.00	0.00	80.70	80.80	84.59	90.51	15.71	20.66	34.58	79.34	12.36	24.85	-9.50	8.58	26.20	37.17	32.23	51.36	46.43	62.45	50.50	52.85	29.18	59.47	11.52	40.12	58.18	16.30	47.26	40.04	57.18	57.52	64.20	51.54	15.98
#6 - wood	0.00	0.00	0.00	100.00	100.00	99.04	97.71	13.23	18.22	20.66	81.78	18.32	19.01	-14.58	9.81	19.22	37.87	33.16	55.06	50.35	54.16	45.77	48.17	34.14	55.75	11.76	40.96	56.23	18.46	44.12	38.28	55.37	56.13	66.24	47.56	19.45
mean	7.92	10.53	6.07	72.04	71.95	91.56	91.88	12.23	16.24	20.61	83.76	12.77	17.04	-17.90	9.36	17.68	37.52	30.96	57.44	50.88	56.05	44.73	46.09	34.41	56.48	12.30	41.94	53.41	21.19	39.47	35.08	51.60	52.80	58.71	49.74	18.80


criterion	Graph
correct
over
under
missed
noise
F-measure


image	Texture mosaic (undegraded)	Ground truth	Segmentation
#3 - all
#4 - all
#5 - all
#6 - all
#7 - all
#8 - all
#9 - all
#10 - all
#11 - all
#12 - all
#6 - bark
#6 - flowers
#6 - glass
#6 - man-made
#6 - nature
#6 - plants
#6 - rock
#6 - stone
#6 - textile
#6 - wood