diff --git a/CMakeLists.txt b/CMakeLists.txt
index fbaffc9..451b689 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -39,10 +39,11 @@ set(SOURCES
   src/misc.c
 )
 
-find_package(LibUSB)
+FIND_PACKAGE(PkgConfig REQUIRED)
+pkg_check_modules(libusb REQUIRED IMPORTED_TARGET libusb-1.0)
 
 # JpegPkg name to differ from shipped with CMake
-find_package(JpegPkg QUIET)
+find_package(JPEG REQUIRED)
 if(JPEG_FOUND)
   message(STATUS "Building libuvc with JPEG support.")
   set(LIBUVC_HAS_JPEG TRUE)
@@ -116,7 +117,7 @@ foreach(target_name IN LISTS UVC_TARGETS)
   )
   target_link_libraries(${target_name}
     # libusb-1.0 used internally so we link to it privately.
-    PRIVATE LibUSB::LibUSB ${threads}
+    PRIVATE PkgConfig::libusb ${threads}
   )
   if(JPEG_FOUND)
     target_link_libraries(${target_name}
diff --git a/libuvcConfig.cmake b/libuvcConfig.cmake
index b9887ea..c704ab5 100644
--- a/libuvcConfig.cmake
+++ b/libuvcConfig.cmake
@@ -10,8 +10,11 @@ if(${CMAKE_FIND_PACKAGE_NAME}_FIND_REQUIRED)
   list(APPEND extraArgs REQUIRED)
 endif()
 
-find_package(JpegPkg ${extraArgs})
-find_package(LibUSB ${extraArgs})
+include(CMakeFindDependencyMacro)
+find_dependency(JPEG ${extraArgs})
+find_dependency(Threads)
+find_package(PkgConfig REQUIRED)
+pkg_check_modules(libusb REQUIRED IMPORTED_TARGET libusb-1.0)
 include("${CMAKE_CURRENT_LIST_DIR}/libuvcTargets.cmake")
 
 set(libuvc_FOUND TRUE)