Skip to content

imagefluency

Image Statistics Based on Processing Fluency

v1.0.0 · Mar 31, 2026 · GPL-3

Description

Get image statistics based on processing fluency theory. The functions provide scores for several basic aesthetic principles that facilitate fluent cognitive processing of images: contrast, complexity / simplicity, self-similarity, symmetry, and typicality. See Mayer & Landwehr (2018) <doi:10.1037/aca0000187> and Mayer & Landwehr (2018) <doi:10.31219/osf.io/gtbhw> for the theoretical background of the methods.

Downloads

813

Last 30 days

4380th

2.4K

Last 90 days

10.1K

Last year

Trend: -0.5% (30d vs prior 30d)

CRAN Check Status

2 ERROR
10 OK
Show all 12 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang ERROR
r-devel-linux-x86_64-fedora-gcc ERROR
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
Check details (2 non-OK)
ERROR r-devel-linux-x86_64-fedora-clang

tests

Running ‘testthat.R’ [12s/12s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(imagefluency)
  > 
  > test_check("imagefluency")
  Saving _problems/test_complexity-65.R
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 107 ]
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Failure ('test_complexity.R:65:3'): img_complexity works as intended (gives correct / consistent results) ──
  Expected `results` to equal 0.1600421.
  Differences:
    `actual`: 0.158
  `expected`: 0.160
  
  
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 107 ]
  Error:
  ! Test failures.
  Execution halted
ERROR r-devel-linux-x86_64-fedora-gcc

tests

Running ‘testthat.R’ [11s/11s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(imagefluency)
  > 
  > test_check("imagefluency")
  Saving _problems/test_complexity-65.R
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 107 ]
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Failure ('test_complexity.R:65:3'): img_complexity works as intended (gives correct / consistent results) ──
  Expected `results` to equal 0.1600421.
  Differences:
    `actual`: 0.158
  `expected`: 0.160
  
  
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 107 ]
  Error:
  ! Test failures.
  Execution halted

Check History

Archived
Mar 30, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE Mar 10, 2026
ERROR r-devel-linux-x86_64-fedora-clang

tests

Running ‘testthat.R’ [12s/16s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(imagefluency)
  > 
  > test_check("imagefluency")
  Saving _problems/test_complexity-37.R
  [ FAIL 1 | WARN 0 | SKIP 0 |
...[truncated]...
cessary ──
  Expected `img_complexity(array(100:500, dim = c(50, 50, 3)))` to equal 0.1111398.
  Differences:
  1/1 mismatches
  [1] 0.0915 - 0.111 == -0.0196
  
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 108 ]
  Error:
  ! Test failures.
  Execution halted
ERROR r-devel-linux-x86_64-fedora-gcc

tests

Running ‘testthat.R’ [13s/31s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > library(testthat)
  > library(imagefluency)
  > 
  > test_check("imagefluency")
  Saving _problems/test_complexity-37.R
  [ FAIL 1 | WARN 0 | SKIP 0 |
...[truncated]...
cessary ──
  Expected `img_complexity(array(100:500, dim = c(50, 50, 3)))` to equal 0.1111398.
  Differences:
  1/1 mismatches
  [1] 0.0981 - 0.111 == -0.0131
  
  [ FAIL 1 | WARN 0 | SKIP 0 | PASS 108 ]
  Error:
  ! Test failures.
  Execution halted

Dependency Network

Dependencies Reverse dependencies R.utils readbitmap pracma magick OpenImageR imagefluency

Version History

new 1.0.0 Mar 31, 2026
removed 0.2.5 Mar 30, 2026
new 0.2.5 Mar 10, 2026
updated 0.2.5 ← 0.2.4 diff Feb 21, 2024
updated 0.2.4 ← 0.2.3 diff Aug 30, 2022
updated 0.2.3 ← 0.2.2 diff Jan 8, 2020
updated 0.2.2 ← 0.2.1 diff Dec 11, 2019
new 0.2.1 Sep 26, 2019