The Prague Texture Segmentation Datagenerator and Benchmark

The Prague Texture Segmentation Datagenerator and Benchmark - Result Details

optimized
for


Benchmark - Colour [normal] CL		result by		jirkujak's LBP (3,1)

Note: 0.25 scaling, window size 23. no postprocessing


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	94.91	95.71	12.82	24.91	16.24	75.09	40.88	19.63	-12.63	20.02	20.10	22.94	21.06	48.96	47.08	63.12	59.69	51.01	26.29	67.34	9.07	51.51	39.73	31.99	35.73	44.33	61.43	62.56	51.65	75.77	24.76
#4 - all	22.02	0.00	0.00	77.59	71.45	16.01	13.12	53.02	71.36	80.74	28.64	13.55	65.01	57.05	15.74	69.39	21.71	15.96	46.48	40.73	71.36	64.55	57.18	21.27	71.55	8.82	39.69	54.66	24.39	46.72	46.93	63.88	65.40	52.62	81.29	15.35
#5 - all	30.11	0.00	57.90	0.00	4.28	87.98	48.97	36.87	49.17	61.15	50.83	9.85	45.03	23.75	24.79	49.32	19.91	11.61	60.46	52.16	52.66	45.14	45.13	28.43	45.73	11.09	43.00	40.92	39.41	22.83	32.64	49.22	52.43	36.60	75.11	19.45
#6 - all	23.62	0.00	0.00	72.07	69.30	49.81	23.05	41.03	54.48	71.05	45.52	7.74	52.96	31.72	16.50	55.39	35.18	26.48	60.41	51.71	55.05	42.47	45.45	34.45	51.26	13.59	47.33	38.09	31.27	25.93	30.93	47.24	47.94	40.37	56.93	11.75
#7 - all	0.00	0.00	30.78	66.25	61.06	84.50	59.16	13.61	28.84	42.82	71.16	9.44	21.27	-6.74	15.05	24.06	39.63	33.02	65.27	58.66	54.29	41.89	38.39	37.17	46.96	14.82	47.52	43.36	24.88	28.85	28.10	43.87	44.94	36.03	56.07	13.92
#8 - all	0.00	0.00	0.00	100.00	100.00	95.98	72.19	10.21	28.79	27.72	71.21	9.46	16.25	-6.82	16.36	20.92	40.53	33.92	75.81	69.21	34.64	28.87	24.68	45.25	38.46	16.96	50.88	36.47	31.81	17.52	20.67	34.26	37.41	24.45	57.22	14.76
#9 - all	24.55	0.00	0.00	71.85	69.24	67.38	45.41	40.20	59.00	48.72	41.00	7.76	50.71	38.50	6.46	52.20	37.63	35.74	56.99	55.09	60.54	54.06	44.52	34.08	45.58	15.27	43.35	44.45	19.17	44.86	39.44	56.57	57.67	47.36	70.22	9.16
#10 - all	0.00	0.00	0.00	100.00	100.00	75.77	43.87	18.73	33.39	46.42	66.61	7.59	29.46	0.08	13.15	33.08	50.36	45.29	77.93	72.86	36.30	26.19	25.59	51.45	39.47	20.23	54.80	34.65	29.01	13.33	15.89	27.43	30.40	19.16	48.25	10.12
#11 - all	14.05	0.00	0.00	84.66	84.07	99.05	52.10	30.35	41.59	44.80	58.41	5.64	38.51	12.38	15.05	40.33	32.71	27.20	69.31	63.80	43.46	33.72	35.04	39.91	38.86	17.12	44.54	42.37	33.79	15.54	17.86	30.30	35.69	19.83	64.24	9.70
#12 - all	0.00	0.00	0.00	100.00	100.00	98.12	72.88	8.87	18.31	24.54	81.69	4.91	14.19	-22.54	13.75	15.85	52.01	48.51	80.83	77.32	33.33	25.69	20.52	52.04	27.35	21.87	54.90	27.01	29.96	10.81	15.11	26.26	28.44	18.97	42.63	10.50
#6 - bark	23.34	0.00	0.00	70.45	69.57	78.15	48.29	23.05	35.55	64.53	64.45	7.68	30.22	3.33	23.85	34.68	35.29	32.58	64.84	62.13	46.83	38.45	36.03	37.47	41.06	15.24	53.06	29.28	36.00	20.07	27.33	42.93	45.08	32.89	61.80	11.61
#6 - flowers	0.00	0.00	0.00	100.00	100.00	62.68	42.69	17.13	33.21	68.97	66.80	9.31	28.57	-0.19	19.66	37.37	60.39	52.84	77.79	70.24	34.66	24.40	22.22	55.65	35.28	20.45	71.20	16.37	35.20	6.84	17.22	29.37	29.82	25.08	35.44	10.03
#6 - glass	0.00	0.00	0.00	100.00	100.00	90.02	48.65	20.19	32.72	34.88	67.28	9.33	26.94	-0.91	20.87	28.15	34.28	33.09	68.86	67.68	44.62	39.38	32.23	39.73	37.66	15.83	55.10	24.30	38.67	17.67	25.70	40.89	44.03	29.82	65.03	12.52
#6 - man-made	8.74	0.00	0.00	90.00	89.21	47.55	27.10	42.76	59.32	72.52	40.68	9.18	56.90	38.98	10.74	59.71	43.18	34.79	59.20	50.81	59.32	48.66	43.74	34.87	54.87	14.41	50.16	43.21	23.67	33.92	32.48	49.03	49.41	43.67	55.90	10.95
#6 - nature	0.00	0.00	0.00	100.00	100.00	82.38	70.78	17.00	29.98	69.50	70.02	9.12	28.00	-5.03	27.29	37.00	48.19	27.47	70.15	49.43	48.25	34.71	35.42	39.88	37.75	15.07	52.48	22.57	44.77	5.67	26.74	42.19	42.20	42.50	41.90	15.71
#6 - plants	10.21	0.00	0.00	86.71	87.54	71.12	60.04	19.00	34.07	30.12	65.93	10.94	27.90	1.10	15.93	29.82	46.56	42.50	66.69	62.63	46.53	36.10	34.80	44.09	47.61	16.56	57.66	32.67	31.90	18.38	23.25	37.72	39.22	29.62	51.93	15.30
#6 - rock	19.16	0.00	0.00	79.19	78.19	66.68	36.58	34.36	46.25	70.53	53.75	7.36	45.51	19.38	17.76	50.11	43.64	33.96	65.52	55.85	47.08	37.00	37.96	40.25	44.65	15.61	54.35	37.42	29.34	22.77	25.87	41.10	42.11	33.77	52.50	7.76
#6 - stone	0.00	0.00	0.00	100.00	100.00	67.27	79.72	14.46	20.98	69.42	79.02	4.72	24.50	-18.53	26.53	33.01	53.58	44.86	72.04	63.33	37.27	25.45	28.28	46.11	36.28	17.59	61.23	21.82	38.71	10.33	23.52	38.08	38.27	42.33	34.60	17.55
#6 - textile	67.46	0.00	18.73	5.13	0.92	9.53	16.71	62.41	75.59	79.62	24.41	5.20	70.50	63.39	7.80	72.96	17.94	16.61	32.43	31.09	78.98	73.73	69.15	15.06	67.51	8.19	28.53	66.73	11.44	68.29	60.86	75.67	76.06	68.67	84.24	6.49
#6 - wood	0.00	0.00	85.99	7.05	0.00	100.00	70.26	10.14	30.00	10.18	70.00	12.56	15.02	-4.99	20.02	17.33	15.21	15.21	59.06	59.06	52.94	50.14	41.88	28.02	41.83	11.27	39.23	41.15	33.38	33.27	37.89	54.96	58.68	40.71	84.59	11.69
mean	12.16	0.00	9.67	75.55	74.24	72.24	51.36	26.31	40.38	51.72	59.62	10.11	35.36	10.56	17.37	39.04	37.54	31.64	63.95	58.04	50.06	41.51	38.46	37.57	45.85	14.95	50.03	36.86	30.94	24.97	29.64	44.62	46.39	36.80	59.78	12.95


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