The Prague Texture Segmentation Datagenerator and Benchmark

The Prague Texture Segmentation Datagenerator and Benchmark - Result Details

optimized
for


Benchmark - Colour [large]		result by		tomas.duda's MI-ROZ (0.1)

Note: Three features with small neighborhood 16x16


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	56.09	0.00	11.74	23.55	27.84	13.27	16.47	72.26	82.54	82.20	17.46	7.89	81.52	73.81	7.11	81.94	20.72	16.27	29.12	24.66	82.54	74.07	74.04	14.66	82.45	6.58	37.34	61.35	16.44	64.11	62.95	76.84	76.94	75.71	78.36	14.23
#4 - all	39.72	10.66	8.13	37.35	35.18	19.08	20.48	65.82	76.11	80.72	23.89	6.42	76.91	64.16	7.21	77.65	25.47	17.15	36.86	28.55	76.11	66.06	67.94	18.73	78.53	7.61	34.24	64.68	15.87	60.07	55.75	70.95	71.01	73.00	69.17	11.56
#5 - all	21.23	20.36	8.16	45.48	44.90	29.70	30.27	54.25	66.00	75.50	34.00	5.85	67.10	49.00	11.10	68.87	29.68	20.83	46.96	38.10	66.00	56.55	55.62	25.37	65.32	9.25	35.84	61.34	18.67	49.79	45.13	61.97	62.39	68.60	57.01	14.09
#6 - all	23.98	7.59	11.77	51.62	52.45	25.54	38.82	52.50	66.27	67.50	33.73	6.09	64.10	49.40	8.19	65.42	32.00	22.63	46.19	36.82	66.27	58.10	55.83	25.15	64.22	9.81	34.15	62.61	15.80	52.86	46.38	62.82	62.99	63.84	62.47	13.18
#7 - all	13.44	13.80	7.46	63.17	59.96	44.54	40.63	47.24	58.96	70.38	41.04	5.07	60.54	38.43	7.65	62.53	37.44	26.35	53.04	41.95	58.96	50.55	49.94	30.94	60.00	11.04	35.41	62.43	14.52	50.03	41.73	58.77	58.95	63.11	55.17	9.69
#8 - all	25.90	11.06	3.33	54.98	55.91	31.46	29.54	52.80	64.51	71.66	35.49	4.11	65.53	46.76	4.97	66.75	33.81	24.82	46.70	37.72	64.51	55.57	55.58	26.02	65.13	10.21	30.62	67.80	11.04	56.25	45.87	62.70	62.80	65.54	60.26	8.21
#9 - all	32.43	13.51	0.00	49.84	47.68	44.50	40.02	51.66	61.07	74.57	38.93	3.37	63.93	41.61	6.74	65.80	33.20	24.92	50.56	42.28	61.07	52.53	53.54	28.81	58.01	11.14	31.61	65.30	12.38	52.38	42.46	59.56	60.05	68.15	52.96	8.80
#10 - all	37.50	11.48	3.21	45.90	45.85	19.74	26.47	60.69	72.82	75.12	27.18	2.53	72.12	59.23	3.82	73.02	32.33	23.25	42.20	33.13	72.82	61.86	62.55	22.91	69.60	9.74	26.40	72.19	8.13	61.75	49.86	66.37	66.39	67.58	65.23	7.38
#11 - all	18.90	12.18	4.09	61.23	62.41	28.60	25.83	56.31	67.00	78.14	33.00	2.35	69.23	50.50	4.57	70.85	33.31	23.47	48.63	38.79	67.00	55.00	57.69	26.63	64.03	10.59	27.56	70.73	8.81	57.21	45.25	62.17	62.33	66.20	58.79	6.69
#12 - all	30.88	17.49	16.11	28.87	33.44	29.93	23.35	56.82	66.80	76.93	33.20	2.01	68.77	50.19	4.49	70.26	29.54	19.48	46.88	36.82	66.80	56.94	59.21	24.31	64.39	9.98	25.05	73.14	8.08	58.94	46.81	63.42	63.76	68.39	59.82	6.90
#6 - bark	13.16	14.03	10.21	58.45	56.72	37.79	43.37	45.91	59.20	64.18	40.80	7.17	59.25	38.81	6.93	60.44	39.00	30.06	51.69	42.74	59.20	50.07	50.09	30.85	60.05	11.34	39.48	57.71	16.87	48.06	41.59	58.65	58.67	59.73	57.66	11.22
#6 - flowers	5.87	5.28	0.00	86.09	86.94	40.11	46.60	44.74	58.26	65.05	41.74	7.44	59.15	37.39	7.03	60.37	45.01	37.03	56.98	49.00	58.26	44.54	45.90	37.16	55.04	12.99	45.21	52.19	18.81	40.55	35.34	52.20	52.32	55.04	49.84	13.23
#6 - glass	31.96	6.69	8.34	55.63	58.30	22.19	27.20	64.83	73.68	81.31	26.32	3.49	75.35	60.51	5.74	76.40	25.66	18.69	37.87	30.90	73.68	64.17	67.39	20.87	73.82	7.96	27.71	70.60	11.55	63.95	56.78	71.08	71.31	76.56	66.54	8.65
#6 - man-made	31.65	0.00	4.85	59.25	60.48	20.57	29.59	61.18	72.20	79.00	27.80	4.36	73.03	58.30	6.84	74.27	29.19	21.96	41.94	34.71	72.20	61.20	63.50	23.39	71.21	9.25	32.19	65.55	13.32	58.79	51.00	67.08	67.23	70.95	63.80	8.79
#6 - nature	23.76	23.99	2.46	42.39	44.33	26.73	41.69	54.55	65.84	79.64	34.16	4.48	67.68	48.76	10.60	70.10	29.54	21.21	49.73	41.40	65.84	55.18	55.45	26.39	66.12	10.50	36.56	59.19	20.78	45.17	41.05	57.58	59.15	70.24	51.43	10.93
#6 - plants	43.69	0.00	0.00	48.50	50.18	18.22	27.95	60.00	73.19	73.13	26.81	4.75	71.73	59.78	5.40	72.43	30.88	24.20	40.98	34.30	73.19	62.42	62.82	22.71	73.43	9.48	33.01	65.99	11.98	60.02	50.87	67.35	67.37	66.39	68.39	8.88
#6 - rock	34.36	6.00	8.91	45.20	44.79	19.29	19.96	62.11	73.21	77.76	26.79	4.46	73.95	59.82	5.77	74.71	29.76	22.99	40.42	33.66	73.21	63.08	63.67	22.06	74.55	8.95	31.16	67.71	12.61	58.20	49.39	65.91	65.99	67.47	64.68	9.04
#6 - stone	8.47	44.06	12.56	30.18	29.27	35.23	39.11	50.98	60.82	79.89	39.18	3.73	65.16	41.22	11.03	67.67	26.43	15.47	51.62	40.65	60.82	52.18	53.22	26.34	61.40	9.37	32.61	63.55	17.66	51.09	45.09	61.96	63.16	73.88	54.94	13.17
#6 - textile	52.90	7.32	3.09	30.73	29.36	13.83	16.84	64.22	75.40	79.22	24.60	4.12	74.37	63.10	6.06	75.64	24.93	19.26	35.96	30.29	75.40	67.73	67.04	18.71	73.07	8.15	28.38	69.78	11.23	64.45	55.87	71.41	71.55	72.27	71.10	7.02
#6 - wood	29.16	8.26	4.39	54.39	55.16	21.33	19.95	61.25	71.84	79.99	28.16	4.13	73.08	57.77	6.83	74.45	27.84	19.61	41.47	33.24	71.84	61.84	63.14	22.10	71.29	8.64	30.09	67.81	13.25	59.22	51.53	67.46	67.70	71.99	63.92	11.20
mean	28.75	11.69	6.44	48.64	49.06	27.08	30.21	57.01	68.29	75.59	31.71	4.69	69.13	52.43	6.90	70.48	30.79	22.48	44.79	36.49	68.29	58.48	59.21	24.71	67.58	9.63	32.73	65.08	13.89	55.64	48.04	64.31	64.60	68.23	61.58	10.14


criterion	Graph
correct
over
under
missed
noise
F-measure


image	Texture mosaic (undegraded)	Ground truth	Segmentation
#3 - all/1:1
#3 - all/1:2
#3 - all/2:1
#3 - all/2:2
#4 - all/1:1
#4 - all/1:2
#4 - all/2:1
#4 - all/2:2
#5 - all/1:1
#5 - all/1:2
#5 - all/2:1
#5 - all/2:2
#6 - all/1:1
#6 - all/1:2
#6 - all/2:1
#6 - all/2:2
#7 - all/1:1
#7 - all/1:2
#7 - all/2:1
#7 - all/2:2
#8 - all/1:1
#8 - all/1:2
#8 - all/2:1
#8 - all/2:2
#9 - all/1:1
#9 - all/1:2
#9 - all/2:1
#9 - all/2:2
#10 - all/1:1
#10 - all/1:2
#10 - all/2:1
#10 - all/2:2
#11 - all/1:1
#11 - all/1:2
#11 - all/2:1
#11 - all/2:2
#12 - all/1:1
#12 - all/1:2
#12 - all/2:1
#12 - all/2:2
#6 - bark/1:1
#6 - bark/1:2
#6 - bark/2:1
#6 - bark/2:2
#6 - flowers/1:1
#6 - flowers/1:2
#6 - flowers/2:1
#6 - flowers/2:2
#6 - glass/1:1
#6 - glass/1:2
#6 - glass/2:1
#6 - glass/2:2
#6 - man-made/1:1
#6 - man-made/1:2
#6 - man-made/2:1
#6 - man-made/2:2
#6 - nature/1:1
#6 - nature/1:2
#6 - nature/2:1
#6 - nature/2:2
#6 - plants/1:1
#6 - plants/1:2
#6 - plants/2:1
#6 - plants/2:2
#6 - rock/1:1
#6 - rock/1:2
#6 - rock/2:1
#6 - rock/2:2
#6 - stone/1:1
#6 - stone/1:2
#6 - stone/2:1
#6 - stone/2:2
#6 - textile/1:1
#6 - textile/1:2
#6 - textile/2:1
#6 - textile/2:2
#6 - wood/1:1
#6 - wood/1:2
#6 - wood/2:1
#6 - wood/2:2