diff --git a/CMakeLists.txt b/CMakeLists.txt
index e4f06b94..977e7374 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -27,6 +27,10 @@ endif()
 
 include(cmake/config.h.cmake)
 
+# Extract the version of the library.
+file(READ ${CMAKE_CURRENT_SOURCE_DIR}/configure.ac SOURCE_FILE)
+string(REGEX MATCH "[0-9.]+" WEBP_VERSION ${SOURCE_FILE})
+
 ################################################################################
 # Options.
 if(WEBP_ENABLE_SWAP_16BIT_CSP)
@@ -94,6 +98,7 @@ foreach(FILE ${WEBP_SIMD_FILES_NOT_TO_INCLUDE})
   list(REMOVE_ITEM WEBP_DSP_DEC_SRCS ${FILE})
 endforeach()
 
+### Define the mandatory libraries.
 # Build the webpdecoder library.
 add_definitions(-Wall)
 include_directories(${CMAKE_CURRENT_SOURCE_DIR}/src/ ${WEBP_DEP_INCLUDE_DIRS})
@@ -124,6 +129,29 @@ set_target_properties(webpdecode webpdspdecode webputilsdecode
 add_library(webpdemux ${WEBP_DEMUX_SRCS})
 target_link_libraries(webpdemux webp)
 
+# Set the version numbers.
+function(parse_version FILE NAME VAR)
+  file(READ ${CMAKE_CURRENT_SOURCE_DIR}/src/${FILE} SOURCE_FILE)
+  string(REGEX MATCH "${NAME}_la_LDFLAGS[^\n]* -version-info [0-9:]+" TMP
+    ${SOURCE_FILE})
+  string(REGEX MATCH "[0-9:]+" TMP ${TMP})
+  string(REGEX REPLACE ":" "." VERSION ${TMP})
+  set(${VAR} "${VERSION}" PARENT_SCOPE)
+endfunction()
+parse_version(Makefile.am webp WEBP_WEBP_SOVERSION)
+set_target_properties(webp PROPERTIES VERSION ${WEBP_VERSION}
+  SOVERSION ${WEBP_WEBP_SOVERSION})
+parse_version(Makefile.am webpdecoder WEBP_DECODER_SOVERSION)
+set_target_properties(webpdecoder PROPERTIES VERSION ${WEBP_VERSION}
+  SOVERSION ${WEBP_DECODER_SOVERSION})
+parse_version(demux/Makefile.am webpdemux WEBP_DEMUX_SOVERSION)
+set_target_properties(webpdemux PROPERTIES VERSION ${WEBP_VERSION}
+  SOVERSION ${WEBP_DEMUX_SOVERSION})
+
+# Define the libraries to install.
+set(INSTALLED_LIBRARIES webpdecoder webp webpdemux)
+
+### Deal with SIMD.
 # Change the compile flags for SIMD files we use.
 list(LENGTH WEBP_SIMD_FILES_TO_INCLUDE WEBP_SIMD_FILES_TO_INCLUDE_LENGTH)
 math(EXPR WEBP_SIMD_FILES_TO_INCLUDE_RANGE
@@ -173,6 +201,7 @@ if(WEBP_BUILD_DWEBP)
     "dwebp")
   add_executable(dwebp ${DWEBP_SRCS})
   target_link_libraries(dwebp exampleutil imagedec imageenc webpdecoder)
+  install(TARGETS dwebp RUNTIME DESTINATION bin)
 endif()
 
 if(WEBP_BUILD_CWEBP)
@@ -182,6 +211,7 @@ if(WEBP_BUILD_CWEBP)
     "cwebp")
   add_executable(cwebp ${CWEBP_SRCS})
   target_link_libraries(cwebp exampleutil imagedec webp)
+  install(TARGETS cwebp RUNTIME DESTINATION bin)
 endif()
 
 if(WEBP_BUILD_GIF2WEBP OR WEBP_BUILD_IMG2WEBP)
@@ -189,6 +219,10 @@ if(WEBP_BUILD_GIF2WEBP OR WEBP_BUILD_IMG2WEBP)
     "")
   add_library(webpmux ${WEBP_MUX_SRCS})
   target_link_libraries(webpmux webp)
+  parse_version(mux/Makefile.am webpmux WEBP_MUX_SOVERSION)
+  set_target_properties(webpmux PROPERTIES VERSION ${WEBP_VERSION}
+    SOVERSION ${WEBP_MUX_SOVERSION})
+  list(APPEND INSTALLED_LIBRARIES webpmux)
 endif()
 
 if(WEBP_BUILD_GIF2WEBP)
@@ -199,6 +233,7 @@ if(WEBP_BUILD_GIF2WEBP)
   add_executable(gif2webp ${GIF2WEBP_SRCS})
   target_link_libraries(gif2webp exampleutil imageioutil webp webpmux
     ${WEBP_DEP_IMG_LIBRARIES})
+  install(TARGETS gif2webp RUNTIME DESTINATION bin)
 endif()
 
 if(WEBP_BUILD_IMG2WEBP)
@@ -208,6 +243,7 @@ if(WEBP_BUILD_IMG2WEBP)
     "img2webp")
   add_executable(img2webp ${IMG2WEBP_SRCS})
   target_link_libraries(img2webp exampleutil imagedec imageioutil webp webpmux)
+  install(TARGETS img2webp RUNTIME DESTINATION bin)
 endif()
 
 if(WEBP_BUILD_WEBP_JS)
@@ -220,3 +256,39 @@ if(WEBP_BUILD_WEBP_JS)
   target_compile_definitions(webp_js PUBLIC EMSCRIPTEN WEBP_HAVE_SDL)
   target_compile_definitions(webpdecoder PUBLIC EMSCRIPTEN)
 endif()
+
+# Install the different headers and libraries.
+install(FILES ${CMAKE_CURRENT_SOURCE_DIR}/src/webp/decode.h
+              ${CMAKE_CURRENT_SOURCE_DIR}/src/webp/demux.h
+              ${CMAKE_CURRENT_SOURCE_DIR}/src/webp/encode.h
+              ${CMAKE_CURRENT_SOURCE_DIR}/src/webp/mux.h
+              ${CMAKE_CURRENT_SOURCE_DIR}/src/webp/mux_types.h
+              ${CMAKE_CURRENT_SOURCE_DIR}/src/webp/types.h
+        DESTINATION include/webp)
+install(TARGETS ${INSTALLED_LIBRARIES}
+        LIBRARY DESTINATION lib
+        ARCHIVE DESTINATION lib)
+
+# Create the CMake version file.
+include(CMakePackageConfigHelpers)
+write_basic_package_version_file(
+  "${CMAKE_CURRENT_BINARY_DIR}/WebPConfigVersion.cmake"
+  VERSION ${WEBP_VERSION}
+  COMPATIBILITY AnyNewerVersion
+)
+
+# Create the Config file.
+include(CMakePackageConfigHelpers)
+set(ConfigPackageLocation share/WebP/cmake/)
+configure_package_config_file(
+  ${CMAKE_CURRENT_SOURCE_DIR}/cmake/WebPConfig.cmake.in
+  ${CMAKE_CURRENT_BINARY_DIR}/WebPConfig.cmake
+  INSTALL_DESTINATION ${ConfigPackageLocation}
+)
+
+# Install the generated CMake files.
+install(
+  FILES "${CMAKE_CURRENT_BINARY_DIR}/WebPConfigVersion.cmake"
+        "${CMAKE_CURRENT_BINARY_DIR}/WebPConfig.cmake"
+  DESTINATION ${ConfigPackageLocation}
+)
diff --git a/README b/README
index 4c15c4ad..8b821f1d 100644
--- a/README
+++ b/README
@@ -113,8 +113,8 @@ make install
 
 CMake:
 ------
-The support for CMake is minimal: it only helps you compile libwebp, cwebp and
-dwebp.
+With CMake, you can compile libwebp, cwebp, dwebp, gif2web, img2webp and the
+JS bindings.
 
 Prerequisites:
 A compiler (e.g., gcc with autotools) and CMake.
@@ -129,12 +129,19 @@ mkdir build && cd build && cmake ../
 make
 make install
 
-If you also want cwebp or dwebp, you will need to enable them through CMake:
+If you also want any of the executables, you will need to enable them through
+CMake, e.g.:
 
 cmake -DWEBP_BUILD_CWEBP=ON -DWEBP_BUILD_DWEBP=ON ../
 
 or through your favorite interface (like ccmake or cmake-qt-gui).
 
+Finally, once installed, you can also use WebP in your CMake project by doing:
+
+find_package(WebP)
+
+which will define the CMake variables WebP_INCLUDE_DIRS and WebP_LIBRARIES.
+
 Gradle:
 -------
 The support for Gradle is minimal: it only helps you compile libwebp, cwebp and
diff --git a/cmake/WebPConfig.cmake.in b/cmake/WebPConfig.cmake.in
new file mode 100644
index 00000000..ef3df2fb
--- /dev/null
+++ b/cmake/WebPConfig.cmake.in
@@ -0,0 +1,6 @@
+@PACKAGE_INIT@
+
+set(WebP_INCLUDE_DIRS "webp")
+set(WEBP_INCLUDE_DIRS ${WebP_INCLUDE_DIRS})
+set(WebP_LIBRARIES "@INSTALLED_LIBRARIES@")
+set(WEBP_LIBRARIES "${WebP_LIBRARIES}")