A Method of Spatial Mapping and Reclassification for High-Spatial-Resolution Remote Sensing Image Classification

Table 3

Producer and user classification accuracies for SPOT-5 image classification.

Class	Proposed method		Pixel-based SVM		Object-oriented SVM		SVMMV
	Producer's; accuracy %	User's; accuracy %	Producer's; accuracy %	User's; accuracy %	Producer's; accuracy %	User's; accuracy %	Producer's; accuracy %	User's; accuracy %
Forest land	93.00	88.57	77.00	88.51	84.00	83.17	83.00	96.51
Residential land	83.75	87.24	82.14	77.31	92.82	85.79	87.64	82.76
Bare land	64.95	68.48	50.52	64.47	44.33	81.13	46.39	69.23
Industrial land	84.00	93.33	82.00	91.47	89.00	91.75	84.00	95.45
Water	90.00	94.74	88.00	91.67	94.00	87.04	81.00	90.00
Agricultural land	80.33	80.83	80.75	74.14	80.33	81.00	86.13	76.61
Road	69.00	86.72	52.00	69.33	58.00	71.60	54.00	83.02
Average accuracy	80.72	85.70	73.20	79.56	77.50	83.07	74.59	84.80
Overall accuracy	81.32		74.49		77.67		77.69