From: Peter Bergstrom
To: aahumada@mail.arc.nasa.gov
Date: Wednesday, December 02, 1998 4:21 AM
Hi
...
I don't understand how you get the factor 2^0.75, in section 2.2.

You wrote, "If fx equals fy, the components are orthogonal, and detection can be predicted either by probability summation, or more simply, by summing the fourth powers of the amplitudes and taking the fourth root. The latter leads to the threshold being increased by factor 2^0.75=1.68."

Regards, ...
Peter Bergström
Image Coding Group
Dept. of EE
Linköpings University
S-581 83 Linköping
Sweden
Phone +46-13-282570 Fax +46-13-284422

From al@vision.arc.nasa.gov Mon Jan 11 15:27:54 1999
From: Al Ahumada
To: peter@isy.liu.se
...
This paper by Quick shows the relation between probability summation and vector summation.

R. F. Quick (1974) A vector magnitude model of contrast detection, Kybernetik, vol. 16, pp. 65-67.

The basic result is that if detection is based on the detection of several independent features, with contrast thresholds T(i), the combination threshold T will satisfy

   1              1
 ----- = Sum [ -------- ],
  beta    i        beta
 T             T(i)
where the summation exponent beta is related to the slope of the psychometric function. For contrast detection, this parameter beta is near 4.

Each of the two components has half the amplitude of a single component, and thus twice the contrast threshold. The threshold for the combination of these two half amplitude components will be
1/(2 (1/2^4))^(1/4) = 1/(2^(1-4))^(1/4) = 1/2^(-3/4) = 2^(3/4).