US2005105796A1PendingUtilityA1

Method and system for transforming adaptively visual contents according to terminal user's color vision characteristics

Priority: Apr 26, 2002Filed: Apr 14, 2003Published: May 19, 2005
Est. expiryApr 26, 2022(expired)· nominal 20-yr term from priority
G06T 11/10H04N 9/73H04N 9/64G09G 2320/0666G09G 5/02G06F 3/14G09G 2340/14
35
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Claims

Abstract

Disclosed are a method and a system that adaptively transform visual contents inputted from a network, in accordance with the visual characteristics of a terminal user. A visual characteristics descriptor that describes the information of the user visual characteristics in a predetermined format is proposed. The descriptor includes the information of the color vision deficiency type and the color vision deficiency degree. The color vision deficiency may be described in numerical degree or textual degree. The invention adaptively transforms visual contents differently in accordance with the color vision deficiency type.

Claims

exact text as granted — not AI-modified
1 . A method for adaptively transforming visual contents to be suitable for color vision characteristics of a user, the method comprising the steps of: 
 receiving information on color vision characteristics of a user; and    transforming adaptively the visual contents in accordance with the information on color vision characteristics.    wherein the information on color vision characteristics includes descriptions as to color vision deficiency type and color vision deficiency degree of the user.    
   
   
       2 . The method according to  claim 1 , further comprising step of: 
 receiving information on a user environment,    wherein the adaptive transforming is executed in accordance with the information on color vision characteristics and the user environment.    
   
   
       3 . The method according to  claim 2 , wherein the user environment is described with the illumination of the surrounding of the user.  
   
   
       4 . The method according to  claim 1 , wherein the color vision deficiency degree is described numerically or texturally, and the color vision deficiency degree is described with a numerical value in the range of 0.0 to 1.0 when numerically described, and wherein, in the event the user is a dichromat, the color vision deficiency degree is described as 1.0.  
   
   
       5 . The method according to  claim 1 , wherein the adaptive transforming is executed by distinguishing between a dichromat and an anomalous trichromat according to the color vision deficiency degree, and approaching the dichromat and the anomalous trichromat differently.  
   
   
       6 . The method according to  claim 5 , wherein the adaptive transforming for a dichromat is executed by the steps of: 
 differentiating a deficiency region which is difficult for the user to detect, from the visual contents according to the color vision deficiency type; and    adjusting at least one of hue, saturation and intensity of pixels in the deficiency region.    
   
   
       7 . The method according to  claim 6 , wherein the differentiating of the deficiency region is executed by transforming the visual contents from RGB color space to CMYK color space, and discriminating pixels in the deficiency region by using the values of cyan, magenta, and yellow in accordance with the color vision deficiency type.  
   
   
       8 . The method according to  claim 6 , wherein the differentiating of the deficiency region is executed by transforming the visual contents from RGB color space to LMS color space, transforming the transformed visual contents with LMS response function of the user, which is determined with the color vision deficiency type and the color vision deficiency degree, and measuring the degree of decrease of the respective LMS values.  
   
   
       9 . The method according to  claim 6 , wherein the adjusting is executed by changing the hue and the saturation of the pixels in the deficiency region.  
   
   
       10 . The method according to  claim 5 , wherein the adaptive transforming for an anomalous trichromat is executed by the steps of: 
 transforming the visual contents from RGB color space to LMS color space;    transforming the visual contents in LMS color space with an LMS response function of the user, which is determined with the color vision deficiency type and the color vision deficiency degree; and    transforming again the transformed visual contents from LMS color space to RGB color space.    
   
   
       11 . A method for adaptively transforming visual contents to be suitable for the color vision characteristics of a user of an image display device, the method comprising the steps of: 
 receiving information on the color vision characteristics of the user;    receiving visual contents;    transforming adaptively the visual contents in accordance with the information on the color vision characteristics; and    displaying the transformed visual contents through the image display device.    
   
   
       12 . The method according to  claim 11 , wherein the information on the color vision characteristics contains descriptions as to the color vision deficiency type and the color vision deficiency degree of the user.  
   
   
       13 . The method according to  claim 12 , wherein the color vision deficiency degree is described by a normalized numerical value from 0.0 to 1.0, and in the event the user is a dichromat, the color vision deficiency degree is described as 1.0.  
   
   
       14 . The method according to  claim 12 , wherein the numerical description of the color vision deficiency degree is determined in accordance with the shift or the intensity decrease of a response function of the user's cone cells.  
   
   
       15 . The method according to  claim 12 , wherein the numerical description of the color vision deficiency degree is determined by using the total error score obtained from the Farnsworth-Munsell hue test for the user.  
   
   
       16 . The method according to  claim 12 , wherein the numerical description for the color vision deficiency degree is determined by using the area of the red/green ratio section in a mixture field that is recognized by the user as identical to a test field after anomaloscope testing for the user.  
   
   
       17 . The method according to  claim 14 , wherein the numerical description for the color vision deficiency degree is determined by the following equation  
     
       
         
           
             
               { 
               
                 
                   
                     w 
                     z 
                   
                   × 
                   
                     ( 
                     
                       α 
                       
                         α 
                         max 
                       
                     
                     ) 
                   
                 
                 + 
                 
                   
                     w 
                     l 
                   
                   × 
                   
                     ( 
                     
                       β 
                       
                         β 
                         max 
                       
                     
                     ) 
                   
                 
               
               } 
             
             / 
             
               ( 
               
                 
                   w 
                   z 
                   max 
                 
                 + 
                 
                   w 
                   l 
                   max 
                 
               
               ) 
             
           
         
       
     
     wherein α is the shift value of the user's cone cells, α max  is the maximum shift value of the user's cone cells, β is the intensity decrease value of the user's cone cells, β max  is the maximum intensity decrease value of the user's cone cells, ω, is a weighting value for the shift value, ω 1  is the weighting value for the intensity decrease value, ω z   max  is the maximum value of ω z , and ω 1   max  is the maximum value of ω 1 .  
   
   
       18 . The method according to  claim 12 , wherein the numerical description of the color vision deficiency degree is determined by the following equation:  
     
       
         
           
               
             
               { 
               
                 
                   
                     
                       
                         ⌊ 
                         
                           
                             E 
                             - 
                             
                               E 
                               min 
                             
                           
                           
                             
                               E 
                               max 
                             
                             - 
                             
                               E 
                               min 
                             
                           
                         
                         ⌋ 
                       
                       , 
                     
                   
                   
                     
                       
                         E 
                         min 
                       
                       < 
                       E 
                       < 
                       
                         E 
                         max 
                       
                     
                   
                 
                 
                   
                     
                       1.0 
                       , 
                     
                   
                   
                     
                       E 
                       ≥ 
                       
                         th 
                         max 
                       
                     
                   
                 
               
             
           
         
       
       wherein E is the total error score of the user, E min  is the minimum threshold value where the user is determined as an anomalous trichromat, and E max  is the maximum threshold value where the user is determined as an anomalous trichromat.  
     
   
   
       19 . The method according to  claim 12 , wherein the numerical description for the color vision deficiency degree is determined by the following equation: 
 color vision deficiency degree is determined by the following equation:                  {             ⌊       R   d       R   th       ⌋     ,             R   d     ≤     R   th                 1.0   ,               R   d     >     R   th       ,                     Here, R d   R−   max   −R   min ,              R   th     =     {             R   min   normal     ,           green   ⁢           ⁢   color   ⁢           ⁢   vision   ⁢           ⁢   deficiency                 73   -     R   max   normal       ,           red   ⁢           ⁢   color   ⁢           ⁢   vision   ⁢           ⁢   deficiency                     wherein R d  is the range of a red/green ratio section in a mixture field that is recognized by the user as identical to the test field, R normal   min  and R normal   max  are the minimum and maximum values of the range of the red/green ratio section of a normal human, and R th  is the minimum threshold value of R d  where the user is determined as an anomalous trichromat.    
   
   
       20 . The method according to  claim 11 , wherein the information on the color vision characteristics further comprises identification information on the user.  
   
   
       21 . The method according to  claim 11 , further comprising the step of receiving information on the user's environment, wherein the visual contents are transformed in accordance with the information on the color vision characteristics and the user's environment.  
   
   
       22 . The method according to  claim 21 , wherein the information on the user's environment comprises description as to the illumination of the user's surroundings.  
   
   
       23 . A system for adaptively transforming visual contents to be suitable for the color vision characteristics of a user of an image display device, the system comprising: 
 means for receiving information on the color vision characteristics of the user;    means for receiving visual contents; and    accordance with the information on the color vision characteristics of the user.    
   
   
       24 . The system according to  claim 23 , further comprising: 
 means for storing the information on the color vision characteristics and supplying the information on the color vision characteristics to the processing section in a standardized XML specification.    
   
   
       25 . The system according to  claim 23 , wherein the information on the color vision characteristics contains descriptions as to the color vision deficiency type and the color vision deficiency degree of the user, and the color vision deficiency degree is described with a normalized numerical value.  
   
   
       26 . The system according to  claim 25 , wherein the numerical description for the color vision deficiency degree is determined by the following equation:  
     
       
         
           
             
               { 
               
                 
                   
                     w 
                     z 
                   
                   × 
                   
                     ( 
                     
                       α 
                       
                         α 
                         max 
                       
                     
                     ) 
                   
                 
                 + 
                 
                   
                     w 
                     l 
                   
                   × 
                   
                     ( 
                     
                       β 
                       
                         β 
                         max 
                       
                     
                     ) 
                   
                 
               
               } 
             
             / 
             
               ( 
               
                 
                   w 
                   z 
                   max 
                 
                 + 
                 
                   w 
                   l 
                   max 
                 
               
               ) 
             
           
         
       
       wherein α is the shift value of the user's cone cells, α max  is the maximum shift value of the user's cone cells, β is the intensity decrease value of the user's cone cells, β max  is the maximum intensity decrease value of the user's cone cells, ω z  is a weighting value for the shift value, ω 1  is the weighting value for the intensity decrease value, ω z   max  is the maximum value of ω z , and ω 1   max  is the maximum value of ω 1 .  
     
   
   
       27 . The system according to  claim 25 , wherein the numerical description of the color vision deficiency degree is determined by the following equation:  
     
       
         
           
               
             
               { 
               
                 
                   
                     
                       
                         ⌊ 
                         
                           
                             E 
                             - 
                             
                               E 
                               min 
                             
                           
                           
                             
                               E 
                               max 
                             
                             - 
                             
                               E 
                               min 
                             
                           
                         
                         ⌋ 
                       
                       , 
                     
                   
                   
                     
                       
                         E 
                         min 
                       
                       < 
                       E 
                       < 
                       
                         E 
                         max 
                       
                     
                   
                 
                 
                   
                     
                       1.0 
                       , 
                     
                   
                   
                     
                       E 
                       ≥ 
                       
                         th 
                         max 
                       
                     
                   
                 
               
             
           
         
       
       wherein E is the total error score of the user, E min  is the minimum threshold value where the user is determined as an anomalous trichromat, and E max  is the maximum threshold value where the user is determined as an anomalous trichromat.  
     
   
   
       28 . The system according to  claim 25 , wherein the numerical description for the color vision deficiency degree is determined by the following equation:  
     
       
         
           
               
             
               { 
               
                 
                   
                     
                       
                         ⌊ 
                         
                           
                             R 
                             d 
                           
                           
                             R 
                             th 
                           
                         
                         ⌋ 
                       
                       , 
                     
                   
                   
                     
                       
                         R 
                         d 
                       
                       ≤ 
                       
                         R 
                         th 
                       
                     
                   
                 
                 
                   
                     
                       1.0 
                       , 
                     
                   
                   
                     
                       
                         
                           R 
                           d 
                         
                         > 
                         
                           R 
                           th 
                         
                       
                       , 
                     
                   
                 
               
             
           
         
       
     
     Here, R d   =R   max   −R   min ,  
     
       
         
           
             
               R 
               th 
             
             = 
             
               { 
               
                 
                   
                     
                       
                         R 
                         min 
                         normal 
                       
                       , 
                     
                   
                   
                     
                       green 
                       ⁢ 
                       
                           
                       
                       ⁢ 
                       color 
                       ⁢ 
                       
                           
                       
                       ⁢ 
                       vision 
                       ⁢ 
                       
                           
                       
                       ⁢ 
                       deficiency 
                     
                   
                 
                 
                   
                     
                       
                         73 
                         - 
                         
                           R 
                           max 
                           normal 
                         
                       
                       , 
                     
                   
                   
                     
                       red 
                       ⁢ 
                       
                           
                       
                       ⁢ 
                       color 
                       ⁢ 
                       
                           
                       
                       ⁢ 
                       vision 
                       ⁢ 
                       
                           
                       
                       ⁢ 
                       deficiency 
                     
                   
                 
               
             
           
         
       
       wherein R d  is the range of a red/green ratio section in a mixture field that is recognized by the user as identical to the test field, R normal   min  and R normal   max  are the minimum and maximum values of the range of the red/green ratio section of a normal human, and R th  is the minimum threshold value of R d  where the user is determined as an anomalous trichromat.  
     
   
   
       29 . The system according to  claim 25 , wherein the processing section executes adaptive transforming for dichromat on the received visual contents in accordance with the color vision deficiency type if the user is determined to be a dichromat from the information on the color vision deficiency degree, and executes adaptation for anomalous trichromat on the received visual contents in accordance with the color vision deficiency type if the user is determined to be an anomalous trichromat from the information on the color vision deficiency degree.  
   
   
       30 . A system according to  claim 29 , wherein the adaptive transforming for dichromat is executed by differentiating a deficiency region, which is difficult for the user to detect, from the visual contents in accordance with the color vision deficiency type; and transforming at least one of hue, saturation and intensity of pixels in the deficiency region.  
   
   
       31 . A system according to  claim 30 , wherein the differentiating of the deficiency region is executed by transforming the visual contents from RCB color space to CMYK color space, and discriminating pixels corresponding to a predetermined region in the CYMK color space in accordance with the color vision deficiency type.  
   
   
       32 . A system according to  claim 30 , wherein the differentiating of the deficiency region is executed by transforming the visual contents from RCB color space to CMYK color space, and measuring the degree of decrease of the respective LMS values during the process of transforming the transformed visual contents with a LMS response function of the user, in which the response function is determined in accordance with the color vision deficiency type and the color vision deficiency degree.  
   
   
       33 . A system according to  claim 29 , wherein the adaptive transforming for dichromat is executed by determining the color vision deficiency region and the color vision deficiency degree of the user at the same time by using a CMY ration of the visual contents.  
   
   
       34 . A system according to  claim 25 , wherein the adaptive transforming for anomalous trichromat is executed by transforming the visual contents from RGB color space to LMS color space, transforming the visual contents in LMS color space by using the inverse function of an LMS response function of the user, in which the LMS response function is determined in accordance with the color vision deficiency type and the color vision deficiency degree, and transforming again the transformed visual contents from LMS color space to RGB color space.

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