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 (1.20)

Note: TrainImageDivisionRatio=4, SegmentedPartSize=64


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	90.81	0.00	0.00	0.00	0.00	100.00	100.00	0.19	0.33	0.43	99.67	32.58	0.38	-29.19	5.08	0.38	16.60	13.01	20.37	16.78	90.81	83.21	83.14	9.19	90.75	5.39	30.61	69.12	11.49	74.39	71.07	83.09	83.09	82.23	83.97	8.23
#4 - all	20.62	32.09	0.00	42.77	37.62	93.32	94.96	14.10	17.32	29.51	82.68	20.33	21.30	-14.44	11.25	22.33	38.43	25.89	51.34	38.80	60.35	54.00	51.96	27.51	66.05	11.06	49.77	48.85	22.70	42.37	40.75	57.90	57.91	56.99	58.85	12.55
#5 - all	23.24	29.08	0.00	37.01	39.67	97.66	97.81	20.22	27.12	21.94	72.88	10.19	24.02	-5.44	8.13	24.26	34.19	21.95	48.10	35.87	70.91	60.30	59.19	23.73	66.03	10.40	40.31	56.99	17.62	51.77	46.31	63.31	63.42	67.29	59.77	13.57
#6 - all	0.00	0.00	0.00	100.00	100.00	99.78	99.95	2.46	5.20	5.12	94.80	16.89	4.53	-35.45	15.00	4.83	43.70	34.93	65.77	57.01	49.01	35.29	38.77	40.14	44.31	14.62	50.89	44.65	23.20	31.83	30.09	46.26	46.71	53.74	40.61	15.34
#7 - all	0.00	0.00	32.78	60.89	67.13	99.97	99.96	8.07	18.08	10.21	81.92	11.35	11.95	-17.50	12.19	12.96	43.88	33.58	60.54	50.23	52.59	40.79	45.03	36.27	53.41	13.83	44.33	51.12	18.80	40.07	34.74	51.56	51.86	46.60	57.71	8.88
#8 - all	15.87	0.00	0.00	82.03	80.95	99.99	99.99	6.85	11.58	10.88	88.42	11.61	11.06	-24.04	5.46	11.14	49.33	44.28	57.23	52.18	55.81	44.21	44.47	39.27	52.10	15.11	45.32	52.70	14.25	42.55	34.12	50.88	50.88	50.82	50.95	10.06
#9 - all	0.00	15.38	0.00	82.62	84.37	99.07	98.94	18.50	26.49	30.00	73.51	7.21	25.92	-8.71	7.95	27.05	38.89	28.05	63.40	52.57	51.90	40.92	44.30	34.86	50.58	13.88	39.40	56.90	15.82	39.25	31.84	48.30	48.95	57.65	41.56	10.78
#10 - all	0.00	0.00	0.00	100.00	100.00	100.00	100.00	1.13	1.76	2.62	98.24	10.27	2.07	-43.24	5.96	2.13	48.23	37.98	60.41	50.16	58.80	44.88	43.05	37.59	55.68	14.51	39.32	59.04	12.32	40.45	31.08	47.42	47.44	46.02	48.91	11.25
#11 - all	12.12	0.00	0.00	84.66	84.44	96.65	98.15	5.26	8.57	13.43	91.43	8.05	9.29	-35.27	7.50	10.05	47.65	38.91	58.66	49.92	55.57	42.42	44.30	38.46	52.01	14.23	37.02	60.46	11.20	45.99	35.44	52.33	52.35	50.95	53.79	9.51
#12 - all	0.00	0.00	0.00	100.00	100.00	100.00	100.00	1.56	4.13	3.90	95.87	7.86	2.89	-43.03	8.44	3.38	45.73	32.77	65.24	52.27	51.63	37.86	41.41	39.56	48.15	15.06	37.81	58.72	12.90	38.10	29.35	45.38	45.46	48.27	42.82	10.21
#6 - bark	0.00	0.00	0.00	100.00	100.00	100.00	100.00	9.00	12.42	11.18	87.58	8.23	11.76	-17.75	11.75	11.78	45.46	33.94	58.46	46.94	57.11	42.82	43.71	35.95	56.15	12.92	44.98	51.05	22.62	32.55	30.64	46.91	46.93	48.28	45.63	16.90
#6 - flowers	0.00	0.00	0.00	100.00	100.00	95.78	92.69	6.12	13.19	15.90	86.81	10.60	10.50	-24.71	13.54	12.23	48.07	35.32	62.67	49.92	54.34	39.58	44.23	37.65	49.83	15.03	52.32	43.82	21.28	35.38	32.28	48.81	48.81	48.50	49.12	10.38
#6 - glass	0.00	22.66	0.00	69.83	75.36	100.00	100.00	1.08	1.56	3.11	98.44	15.20	2.08	-28.11	7.93	2.20	48.08	29.72	68.26	49.90	46.45	38.42	36.56	38.31	48.17	14.48	50.41	45.44	24.40	28.43	28.18	43.96	44.03	41.67	46.53	15.19
#6 - man-made	21.25	0.00	0.00	74.59	74.34	88.84	95.08	20.80	27.00	25.30	73.00	12.06	25.71	-4.05	10.48	25.92	44.06	36.40	55.18	47.53	65.59	48.91	51.68	33.60	62.16	13.88	48.33	48.75	19.48	39.55	34.91	51.75	51.75	52.22	51.29	11.88
#6 - nature	15.21	46.10	0.00	23.01	34.15	91.49	84.91	18.36	25.57	31.98	74.43	16.65	23.78	-9.33	23.72	25.93	32.70	23.78	56.87	47.95	64.47	47.67	56.03	28.49	51.84	13.02	45.33	43.47	27.27	38.29	39.31	56.43	58.23	74.88	45.28	14.59
#6 - plants	8.85	0.00	0.00	88.79	90.62	99.96	99.96	2.90	4.61	8.62	95.39	13.65	5.38	-29.19	10.52	5.96	51.15	43.83	62.54	55.22	49.35	38.67	37.03	43.07	55.54	15.30	53.27	43.50	23.43	26.89	26.14	41.45	41.55	38.73	44.57	12.57
#6 - rock	0.00	0.00	0.00	100.00	100.00	82.89	75.58	21.55	30.98	31.97	69.02	12.11	30.37	5.83	7.58	30.91	52.39	45.54	61.18	54.33	50.46	39.87	39.31	42.13	55.88	14.93	51.99	45.76	21.12	31.42	28.57	44.44	44.45	45.64	43.30	12.62
#6 - stone	0.00	43.51	0.00	53.07	54.63	80.74	86.13	24.12	27.47	45.91	72.53	7.77	32.04	3.80	18.67	34.07	26.72	20.92	59.80	54.00	54.60	42.29	49.38	30.68	50.54	11.85	41.27	51.40	23.09	42.76	39.67	56.81	59.30	79.65	44.15	11.37
#6 - textile	0.00	0.00	0.00	100.00	100.00	100.00	100.00	5.67	9.19	10.43	90.81	15.85	9.63	-23.73	9.22	9.72	53.93	47.52	63.52	57.11	51.17	37.68	39.60	43.44	51.30	16.50	57.45	39.05	23.17	27.26	26.30	41.65	41.73	44.46	39.16	12.07
#6 - wood	0.00	30.85	0.00	62.86	64.76	99.55	98.94	3.91	7.78	5.76	92.22	20.88	6.35	-33.27	11.08	6.55	34.26	26.61	54.56	46.91	61.34	46.26	49.90	31.62	57.87	10.97	38.21	59.13	18.65	43.62	37.93	54.99	55.73	65.64	47.32	13.95
mean	10.40	10.98	1.64	73.11	74.40	96.28	96.15	9.59	14.02	15.91	85.98	13.47	13.55	-20.84	10.57	14.19	42.17	32.75	57.71	48.28	57.61	45.30	47.15	34.58	55.92	13.35	44.92	51.50	19.24	39.65	35.44	51.68	52.03	55.01	49.76	12.10


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