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 (1.1)

Note: TrainImageDivisionRatio=2, 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	0.00	0.00	0.00	100.00	100.00	75.59	29.75	33.02	43.22	60.05	56.78	7.80	42.69	35.87	17.77	46.70	32.83	26.28	50.18	43.63	62.35	53.64	49.79	28.83	64.74	9.83	55.79	39.58	30.75	35.29	42.42	59.57	59.98	53.37	67.41	34.09
#4 - all	22.96	0.00	0.00	75.14	70.46	96.19	95.05	25.04	25.97	36.94	74.03	14.35	30.49	2.48	6.97	30.97	33.51	25.40	42.86	34.75	77.19	62.82	63.87	22.81	76.38	9.38	42.20	57.15	18.46	52.11	47.70	64.59	64.60	65.76	63.45	16.25
#5 - all	22.88	36.70	0.00	37.01	35.09	100.00	100.00	0.09	0.27	0.14	99.73	19.52	0.18	-47.04	7.60	0.19	30.84	17.18	48.68	35.02	61.57	56.38	53.13	24.84	59.07	9.25	35.87	61.28	17.61	52.43	47.13	64.06	64.11	66.61	61.71	10.89
#6 - all	23.16	0.00	18.92	50.93	52.47	100.00	100.00	0.98	1.52	2.92	98.48	22.86	1.79	-36.25	11.16	1.99	38.26	26.83	54.20	42.77	57.61	47.98	50.84	30.21	55.09	11.73	40.85	54.18	19.05	46.06	41.16	58.32	58.49	63.13	54.19	15.78
#7 - all	34.94	0.00	0.00	60.89	62.31	100.00	100.00	1.12	2.50	1.53	97.50	12.18	1.90	-34.06	8.41	1.96	43.36	35.26	52.15	44.05	59.42	50.29	50.84	33.44	54.55	12.83	41.12	56.00	14.85	48.40	40.25	57.39	57.39	57.09	57.70	11.23
#8 - all	36.67	0.00	0.00	58.92	53.71	99.75	99.69	14.20	18.52	23.51	81.48	10.10	20.38	-17.68	7.71	20.69	40.80	33.60	50.77	43.57	62.79	52.86	49.80	31.07	60.53	12.48	37.43	60.51	12.78	50.10	40.46	57.61	57.65	55.48	59.90	9.57
#9 - all	15.91	0.00	0.00	82.62	80.79	97.77	99.68	5.61	9.55	11.45	90.45	13.77	10.16	-29.00	5.37	10.31	39.18	28.70	52.13	41.65	66.66	53.77	53.78	28.56	55.79	12.48	35.42	59.94	13.99	49.71	40.91	58.06	58.19	62.16	54.47	9.41
#10 - all	0.00	10.63	39.18	46.74	37.22	99.42	97.84	7.52	15.85	12.03	84.15	7.03	11.45	-23.59	9.99	12.62	35.37	25.46	62.64	52.73	48.20	41.81	39.72	34.00	50.16	12.91	34.98	60.98	14.91	41.26	32.86	49.47	50.83	40.22	64.24	14.09
#11 - all	0.00	0.00	0.00	100.00	100.00	100.00	100.00	4.10	6.30	9.64	93.70	7.50	7.14	-34.11	7.58	7.55	56.29	45.30	70.75	59.77	43.80	33.10	32.43	46.25	44.46	17.57	45.70	50.92	15.04	28.75	22.91	37.27	37.31	35.61	39.09	8.34
#12 - all	0.00	0.00	0.00	100.00	100.00	100.00	100.00	3.79	5.35	8.03	94.65	9.14	6.42	-37.91	5.48	6.55	44.13	31.32	59.17	46.37	57.84	44.31	46.80	34.48	52.38	13.00	32.65	63.99	11.58	44.52	34.29	51.06	51.15	54.19	48.28	11.60
#6 - bark	27.74	0.00	0.00	70.45	66.91	95.94	96.92	2.10	4.33	4.11	95.67	19.18	4.01	-40.34	6.29	4.11	48.56	42.41	57.55	51.40	55.98	46.47	44.71	38.33	49.98	15.34	53.40	42.21	19.26	42.57	37.73	54.79	54.81	56.40	53.27	9.10
#6 - flowers	0.00	0.00	0.00	100.00	100.00	99.31	99.45	4.57	10.25	6.23	89.75	14.03	7.75	-27.72	8.31	7.99	46.22	35.43	64.60	53.81	51.73	37.36	42.68	40.28	51.31	14.37	50.05	47.93	20.20	34.80	30.89	47.20	47.35	51.27	43.72	9.83
#6 - glass	17.76	0.00	21.18	58.89	54.51	100.00	100.00	12.03	16.32	15.05	83.68	17.60	15.66	-14.67	8.27	15.67	31.41	23.82	46.27	38.68	69.50	59.34	57.37	24.01	63.71	10.38	36.13	60.03	15.87	53.02	46.10	63.11	63.17	60.46	66.00	13.03
#6 - man-made	0.00	0.00	20.36	78.16	77.88	99.78	98.99	18.56	19.71	29.13	80.29	12.45	23.46	-11.41	9.27	23.93	36.17	21.33	52.67	37.83	61.07	50.48	54.90	28.67	67.48	10.13	35.27	62.62	16.19	48.83	41.74	58.89	58.93	60.99	56.94	14.78
#6 - nature	16.11	56.23	0.00	23.01	17.60	95.59	90.65	3.28	6.74	10.05	93.26	15.68	5.98	-22.12	21.31	6.95	29.27	22.84	58.57	52.14	54.93	43.83	48.26	29.45	54.09	12.15	42.30	48.72	29.36	32.91	34.73	51.56	53.83	72.32	40.06	17.05
#6 - plants	23.72	0.00	21.46	46.62	51.00	98.60	98.49	7.02	15.08	8.41	84.92	15.97	10.72	-27.38	13.41	11.22	24.02	20.42	46.40	42.80	63.85	58.39	57.28	24.94	67.55	9.69	33.75	62.28	15.09	55.38	47.91	64.78	65.35	57.24	74.61	14.67
#6 - rock	0.00	0.00	0.00	100.00	100.00	71.48	72.15	20.82	32.45	31.75	67.55	16.08	31.12	0.19	5.20	31.60	47.46	40.16	59.36	52.06	55.86	42.59	40.12	39.11	54.35	13.59	47.33	49.92	20.34	35.05	31.29	47.67	47.67	47.85	47.49	15.76
#6 - stone	0.00	36.36	10.35	40.74	49.10	64.42	70.93	28.24	34.21	61.87	65.79	8.17	40.38	11.34	16.44	43.95	29.67	19.79	65.62	55.74	47.10	35.83	42.67	35.00	50.94	12.20	42.49	51.19	26.44	33.41	32.06	48.55	51.61	73.45	36.26	20.62
#6 - textile	17.51	0.00	27.05	52.87	49.42	100.00	100.00	6.11	13.03	13.23	86.97	12.75	10.40	-19.52	11.54	11.66	31.99	18.66	49.87	36.53	65.00	56.53	56.33	24.23	61.65	10.16	35.38	60.63	16.81	50.02	43.59	60.71	60.72	59.94	61.50	14.12
#6 - wood	0.00	0.00	0.00	100.00	100.00	100.00	100.00	13.64	26.83	14.66	73.17	14.53	18.94	-9.76	16.92	19.82	40.99	30.40	57.36	46.76	61.27	47.49	43.92	34.99	53.08	12.41	43.21	49.01	23.95	35.48	34.55	51.35	51.37	50.25	52.50	20.44
mean	12.97	7.00	7.92	69.15	67.92	94.69	92.48	10.59	15.40	18.04	84.60	13.53	15.05	-19.13	10.25	15.82	38.02	28.53	55.09	45.60	59.19	48.76	48.96	31.68	57.36	12.09	41.07	54.95	18.63	43.50	38.53	55.30	55.72	57.19	55.14	14.53


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