diff --git a/gnu/packages/cmake.scm b/gnu/packages/cmake.scm
index d053935a86..fcc6642280 100644
--- a/gnu/packages/cmake.scm
+++ b/gnu/packages/cmake.scm
@@ -152,7 +152,7 @@
              (apply invoke "./configure" configure-flags))))))
     (native-inputs
      `(("bzip2" ,bzip2)
-       ("curl" ,curl-minimal)
+       ("curl" ,curl)
        ("expat" ,expat)
        ("file" ,file)
        ("libarchive" ,libarchive)
@@ -235,6 +235,18 @@ and workspaces that can be used in the compiler environment of your choice.")
     (search-paths
      (package-native-search-paths cmake-minimal))))
 
+;; The purpose of this package is to solve a circular dependency between
+;; packages that use cmake-build-system and CMakes own dependencies.
+(define-public cmake-minimal-bootstrap
+  (package
+    (inherit cmake-minimal)
+    (name "cmake-minimal-bootstrap")
+    (native-inputs
+     `(;; cURL depends on ghostscript (via groff and OpenLDAP), which depends on
+       ;; 'cmake-build-system' through libtiff and ultimately libjpeg-turbo.
+       ("curl" ,curl-minimal)
+       ,@(alist-delete "curl" (package-native-inputs cmake-minimal))))))
+
 (define-public emacs-cmake-mode
   (package
     (inherit cmake)
diff --git a/gnu/packages/image.scm b/gnu/packages/image.scm
index 38efe61780..1b86f700e4 100644
--- a/gnu/packages/image.scm
+++ b/gnu/packages/image.scm
@@ -46,6 +46,7 @@
   #:use-module (gnu packages autotools)
   #:use-module (gnu packages boost)
   #:use-module (gnu packages check)
+  #:use-module (gnu packages cmake)
   #:use-module (gnu packages curl)
   #:use-module (gnu packages compression)
   #:use-module (gnu packages documentation)
@@ -1505,8 +1506,13 @@ is hereby granted."))))
     (native-inputs
      `(("nasm" ,nasm)))
     (arguments
-     '(#:configure-flags '("-DCMAKE_INSTALL_LIBDIR:PATH=lib"
-                           "-DENABLE_STATIC=0")))
+     `(#:configure-flags '("-DCMAKE_INSTALL_LIBDIR:PATH=lib"
+                           "-DENABLE_STATIC=0")
+       ,@(if (%current-target-system)
+             '()
+             ;; Use a special "bootstrap" CMake for the native build to work
+             ;; around a circular dependency between CMake and this package.
+             `(#:cmake ,cmake-minimal-bootstrap))))
     (home-page "https://libjpeg-turbo.org/")
     (synopsis "SIMD-accelerated JPEG image handling library")
     (description "libjpeg-turbo is a JPEG image codec that accelerates baseline