The Prague Texture Segmentation Datagenerator and Benchmark

The Prague Texture Segmentation Datagenerator and Benchmark - Algorithms

optimized
for

The concise description of algorithms contains hyperlinks to further information (author, algorithms details, BIB entry, WWW external page).

The algorithm features are: f1 = classification (supervised segmentation), f2 = hiearchy result (manual selection), f3 = known number of regions, f4 = [reserved].

yuanj's
FSEG
version 1.0

f1: 0
f2: 0
f3: 0
f4: 0

Jiangye Yuan: FSEG

The factorization based texture segmentation algorithm is applied.

No human interaction or prior information is needed.

List of uploaded results for 'FSEG' algorithm

benchmark	label version	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
#Colour [large]	FSEG 1.0	69.02	17.30	11.85	6.28	5.66	10.79	13.75	77.50	84.11	86.89	15.89	2.60	83.99	78.25	4.51	84.71	10.82	7.51	24.06	20.75	84.11	79.11	79.12	10.56	82.11	5.21	15.94	81.15	7.26	78.53	72.19	83.01	83.58	83.57	84.81	5.06
Colour [large]	FSEG	69.18	14.69	13.64	5.13	4.62	9.18	12.54	78.23	84.45	87.38	15.55	2.52	84.25	78.83	4.73	85.04	9.35	6.08	22.93	19.67	84.45	80.09	79.93	10.01	82.56	4.70	14.47	82.95	6.99	79.55	73.53	83.84	84.48	84.31	85.99	4.64
#Colour [large]	FSEG	69.18	14.69	13.64	5.13	4.62	9.18	12.54	78.23	84.45	87.38	15.55	2.52	84.25	78.83	4.73	85.04	9.35	6.08	22.93	19.67	84.45	80.09	79.93	10.01	82.56	4.70	14.47	82.95	6.99	79.55	73.53	83.84	84.48	84.31	85.99	4.64
#Colour [large]	FSEG verification	69.02	17.30	11.85	6.28	5.66	10.79	13.76	77.50	84.11	86.89	15.89	2.60	83.99	78.25	4.51	84.71	10.81	7.51	24.06	20.75	84.11	79.11	79.12	10.55	82.11	5.21	15.94	81.15	7.26	78.53	72.19	83.01	83.58	83.57	84.81	5.06
Colour [large]	FSEG woMg	56.96	32.75	6.74	7.45	7.05	15.50	38.33	72.29	77.63	90.76	22.37	1.70	80.75	72.92	4.90	82.35	11.72	7.91	31.90	28.09	77.63	70.77	73.29	13.96	80.10	6.64	17.51	78.28	8.61	71.79	64.05	76.75	77.95	86.18	72.30	6.37
#Colour [large]	FSEG woMg	44.25	28.18	5.16	24.12	25.12	25.54	50.70	64.11	70.44	86.78	29.56	3.00	74.04	63.10	5.83	76.15	17.47	12.58	40.79	35.90	70.44	61.83	65.16	19.62	73.06	8.76	22.25	71.02	12.38	61.65	55.07	68.64	70.06	77.14	66.09	7.79
#Colour [large]	FSEG woMg	44.11	28.18	5.16	24.29	25.27	25.52	50.72	64.03	70.40	86.69	29.60	3.01	73.97	63.04	5.86	76.08	17.47	12.58	40.85	35.96	70.40	61.80	65.10	19.64	72.93	8.77	22.26	71.01	12.39	61.63	55.05	68.63	70.04	77.10	66.10	7.80
Colour [large]	FSEG 3.0	69.24	12.28	17.03	7.71	6.89	11.66	11.71	76.32	84.05	84.15	15.95	3.29	82.53	77.11	5.00	83.26	10.75	7.52	24.10	20.87	84.05	79.66	78.46	10.68	80.37	5.17	16.53	80.60	7.88	77.38	71.30	82.36	82.95	80.29	86.86	4.99
BTF wood [exp.] [normal]	FSEG	36.87	58.03	10.31	9.36	9.52	26.86	91.47	59.75	64.74	91.07	35.26	1.51	71.04	60.04	4.37	74.19	13.41	7.48	47.97	42.04	64.74	54.58	60.68	20.41	71.22	8.83	18.86	72.44	12.27	58.28	48.87	64.39	67.21	84.92	56.13	8.69