Referee 1 ******************************************** I have reviewed the paper C487: Real-time Multi-spectral Image Fusion. With the caveat that the material only marginally overlaps my area of expertise, I recommend that it be published essentially unchanged. It reports a technique for and experience with real-time detection of image signals using spectral imaging information about the signals. The paper is generally clearly written, although it was not carefully proof-read; there are a number of typographical and grammatical errors which the authors or an editor should look for and correct. Here are a few minor suggestions. The authors misuse several technical terms. (1) In the abstract they say "...with spectral resolution between 400 and 1000 nm." They mean spectral coverage, not spectral resolution, which could refer to the bandwidth of the filters employed but not to the total wavelength range sampled. (2) Starting in the introduction and continuing in several places, they use the word "spectra" when they really mean "images obtained at different wavelengths". The set of these images is not a spectrum. A spectrum would be what is produced by the dispersion of light by a prism, grating, or other optical device, with all wavelengths represented continuously. They do not obtain spectra, they obtain a set of medium spectral-resolution (probably, although they do not state the bandwidth of their filters) images at different wavelengths. Every use of the word "spectral" or "spectra" in the paper should be examined with this in mind and appropriately corrected. (3) Just before section 2 they use the word "lenses" when they mean "filters". The discussion of Spectral Angle Classification should be improved. They use the phrase "associated pixel vectors X and Y" with no definition of what X and Y are. Is X the intensity in an image obtained at one wavelength and Y the intensity at a second wavelength? Also, they do not mention having to deal with the fact that the transmission of the individual filters must vary from filter to filter and the sensitivity of the CCD detectors must vary as a function of wavelength and pixel in the detector array. Do they calibrate this or otherwise allow for it? Is this a significant source of error/uncertainty? End Referee 1 ******************************************** Referee 2 *********************************************************************** Referee Recommendations. Please indicate overall recommendations here, and details in following sections. publish with minor changes. An interesting and well-written paper. The information is presented in a logical and clear manner. The figures/diagrams/program fragments are clear and well-placed, aiding the 'reading experience' greatly. There are minor grammatical errors, but these do not detract from the quality of the paper too much. Presentation Changes End of abstract: Grammar: "for a specified cost, what system can should be ...." ?? Section 1, paragraph 1: [Li et al. 1995)]: remove the ) bracket End of Section 1: Grammar: "Designer lenses can be built to suite the optical needs of specific applications can be fitted to the system": Remove 'can be' after 'lenses' ? Beginning of Section 2: "This strategy employ a manager" : change to employs? Section 2 (just before Figure 3): ".... subsequent image cubes in an multi-spectral image stream" : change 'an' to 'a' "..relatively independent, groups workers: one group ...." should read 'groups of workers'? End of Section 2: "we follow the work Boynton": should this read '.... the work of Boynton'?? "The color matching function T is an n-by-3 matrix where each column....." Replace 'an' with 'a', in front of 'n-by-3'. Section 3, third sentence: 'different' : should be 'difference' Section 3, second paragraph: "Figure 7 .....composite images generating using the ...." 'generated'? Paragraph after Figure 8: " The weighting factor ....., and To can be obtained ...." To requires subscript for the o. The remainder of the sentence structure should perhaps be modified to: "..through a sequence of regression tests and least-square fitting. The values are listed below"? End Referee 2 ********************************************