The Prague Texture Segmentation Datagenerator and Benchmark

The Prague Texture Segmentation Datagenerator and Benchmark - Result Details

optimized
for


Benchmark - Colour [large]		result by		cpanag@csd.uoc.gr's VRA-PMCFA ()


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	98.73	0.00	0.00	0.00	0.00	1.15	0.72	97.60	98.73	98.82	1.27	0.50	98.74	98.09	0.73	98.76	2.31	1.44	3.25	2.37	98.73	97.57	97.60	1.27	98.51	0.82	4.65	95.23	1.45	96.83	96.08	97.94	97.94	98.06	97.83	1.42
#4 - all	85.88	6.72	0.00	3.56	5.54	3.47	27.99	89.29	90.90	98.32	9.10	0.56	92.96	89.97	3.15	93.75	4.98	3.53	13.24	11.80	90.90	87.77	89.29	6.21	92.76	2.67	8.14	89.12	4.37	87.96	84.86	90.71	91.21	95.71	87.72	3.73
#5 - all	84.47	4.01	8.63	5.24	4.23	1.34	2.83	86.67	90.99	89.84	9.01	1.76	89.22	86.96	4.64	89.74	3.03	2.42	12.48	11.87	90.99	89.60	88.58	5.52	86.58	2.30	8.78	89.64	4.00	90.41	87.77	93.21	93.42	90.01	97.24	2.19
#6 - all	77.49	19.45	7.18	1.06	2.24	1.70	2.44	85.03	89.13	93.54	10.87	1.67	89.93	86.16	4.42	90.61	5.72	3.47	17.55	15.30	89.13	85.14	85.60	7.17	90.25	3.22	10.01	88.16	5.57	83.71	77.83	87.27	87.45	89.32	85.92	5.46
#7 - all	88.34	2.47	7.92	0.00	0.00	2.58	1.66	89.81	93.73	93.25	6.27	0.86	93.09	90.84	2.32	93.29	5.80	3.92	11.41	9.54	93.73	90.82	90.55	4.76	90.26	2.55	8.07	91.06	2.42	92.11	88.03	93.61	93.64	92.14	95.21	1.55
#8 - all	70.02	5.56	19.69	2.23	1.72	1.52	2.89	80.99	87.35	85.71	12.65	2.22	85.36	81.54	3.82	85.93	6.48	3.45	18.38	15.35	87.35	84.47	83.86	7.88	88.00	3.38	9.92	88.92	4.69	83.82	77.90	86.60	87.03	82.10	92.85	2.95
#9 - all	83.42	16.48	2.39	4.88	4.51	2.10	2.42	88.88	91.64	95.72	8.36	0.44	92.62	88.06	2.53	93.13	4.51	3.05	12.37	10.91	91.64	88.45	89.30	5.27	87.54	2.41	6.51	92.49	2.54	90.50	85.99	91.97	92.30	95.59	89.66	2.63
#10 - all	80.98	12.10	7.75	1.09	0.28	3.22	5.10	84.18	88.94	91.25	11.06	0.87	88.64	84.62	2.58	89.30	6.61	4.50	16.96	14.86	88.94	85.46	85.16	7.21	85.60	3.37	8.60	90.48	2.79	87.02	80.12	88.60	88.77	88.36	89.52	2.17
#11 - all	61.56	3.38	13.97	20.93	20.74	9.91	8.11	76.46	84.15	85.21	15.85	1.76	82.27	76.37	3.70	83.37	11.87	6.03	23.31	17.47	84.15	80.20	78.59	10.77	79.33	4.16	10.73	88.06	4.57	80.20	72.14	82.82	83.04	78.13	88.39	3.27
#12 - all	57.99	8.80	29.41	5.66	5.05	3.40	10.19	73.28	82.03	78.75	17.97	1.70	79.05	73.39	3.33	79.71	9.73	4.48	25.31	20.06	82.03	78.75	77.06	10.61	76.88	4.39	10.82	87.82	4.17	80.88	71.49	83.23	83.69	79.31	89.00	2.91
#6 - bark	50.44	35.61	14.66	3.91	5.80	12.12	30.63	70.59	77.08	87.09	22.92	2.25	79.33	72.03	6.18	80.67	7.97	6.54	31.35	29.91	77.08	71.41	72.60	14.03	82.27	5.61	15.96	80.65	8.74	72.32	64.29	77.46	78.80	85.01	75.37	5.29
#6 - flowers	72.13	6.92	10.71	13.60	12.61	4.54	5.64	80.38	87.29	88.09	12.71	2.03	86.03	81.29	4.82	86.82	9.80	6.74	20.65	17.59	87.29	82.17	82.11	9.86	84.34	3.97	13.10	84.87	5.96	82.37	76.16	86.14	86.33	84.65	88.41	4.43
#6 - glass	78.69	7.85	5.80	5.81	5.88	8.93	17.26	83.96	88.05	92.25	11.95	1.19	88.19	83.68	3.81	89.11	9.19	3.62	16.26	10.69	88.05	84.89	85.59	7.33	86.82	3.19	10.39	88.01	4.45	86.85	82.43	89.69	89.73	90.49	89.06	3.55
#6 - man-made	48.56	27.76	21.15	1.46	0.00	13.82	32.46	71.89	78.02	84.71	21.98	3.40	78.80	72.16	7.40	80.05	3.48	2.18	29.01	27.70	78.02	73.88	75.00	11.76	79.87	4.53	13.50	83.42	9.19	74.04	67.19	79.68	81.36	86.97	79.21	6.17
#6 - nature	69.06	25.32	9.49	0.00	0.00	0.52	6.39	81.27	84.28	93.27	15.72	1.00	86.49	81.14	5.27	87.59	5.35	1.40	20.97	17.03	84.28	80.42	82.68	8.41	89.89	3.43	10.01	87.66	8.48	77.66	73.24	82.39	83.90	92.95	78.18	4.67
#6 - plants	71.20	5.75	21.51	0.00	0.00	6.82	9.79	76.51	84.49	80.29	15.51	2.96	81.43	77.33	5.72	81.90	6.99	5.73	20.64	19.39	84.49	81.57	81.40	9.75	87.39	3.92	13.17	85.41	6.44	80.69	74.49	84.60	85.21	80.70	90.97	4.09
#6 - rock	55.48	17.80	13.13	9.37	9.67	9.80	6.08	75.37	81.98	87.13	18.02	2.82	83.36	75.79	4.59	83.95	15.03	8.17	26.96	20.10	81.98	75.90	76.70	11.98	84.95	5.00	16.23	82.22	7.67	74.78	66.34	79.49	79.52	80.89	78.22	4.60
#6 - stone	85.39	5.70	3.52	8.81	9.21	1.60	2.23	89.81	92.97	94.97	7.03	0.61	92.99	90.27	2.64	93.47	4.99	3.08	11.43	9.52	92.97	89.92	90.28	5.37	86.97	2.26	7.27	90.84	2.54	92.50	89.63	94.19	94.21	95.02	93.44	2.44
#6 - textile	96.81	11.61	0.00	0.00	0.00	0.42	2.06	94.82	96.81	97.98	3.19	0.55	97.25	95.73	1.23	97.32	3.87	2.22	7.55	5.90	96.81	94.10	94.82	2.68	97.18	1.74	5.49	93.68	2.10	93.43	90.11	94.74	94.77	95.84	93.75	2.31
#6 - wood	86.18	19.26	0.00	0.00	0.00	1.15	0.95	92.29	93.78	98.44	6.22	0.39	95.71	92.96	2.17	95.91	3.29	2.10	11.06	9.87	93.78	90.08	92.29	4.00	96.14	2.03	6.44	92.63	2.97	90.69	86.39	92.55	92.75	97.24	88.69	2.12
mean	75.14	12.13	9.85	4.38	4.37	4.51	8.89	83.45	88.12	90.73	11.88	1.48	88.07	83.92	3.75	88.72	6.55	3.90	17.51	14.86	88.12	84.63	84.95	7.59	87.58	3.25	9.89	88.52	4.76	84.94	79.62	87.84	88.25	88.92	88.43	3.40


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