Multi-sensor and multiband image fusion technology based on vision model and its new development are introduced. There is also the survey on color image fusion technology development, advantages and prospect in the paper, which result from the human color visiion based on rattlesnake bimodal cell neurodynamics mechanism. Mean-while the development of neural networks in the image fusion at pixel, feature and decision levels and other pre-fusion applications are dissertated.