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There exist many experimental situations in which a subjective rather than an objective test of a specific variable proves to be a much more relevant method of investigation. Examples of such cases abound in experiments involving human perception or human interaction. When performing tests of the human visual process, one particular subject may view something differently than another. In such situations, objective tests are very difficult to generate and often completely unfeasable due to the fact that they do not accurately model human perception. Because of the intimate relationship between image processing and the human eye, subjective tests are extremely important when the final judgement if an image is passed by the human eye. In this paper insight into what method of colour edge detection results in edgemaps which are in best accordance with what the human eye sees. In particular, this paper presents a comparison of the relative subjectively based performances of a group of basic order statistic and difference vector operator detectors.

Subjective analysis of edge detectors in color image processing