diff --git a/pkg/minikube/machine/cache_images.go b/pkg/minikube/machine/cache_images.go
index 706240ae7f94..78f81289750e 100644
--- a/pkg/minikube/machine/cache_images.go
+++ b/pkg/minikube/machine/cache_images.go
@@ -19,6 +19,7 @@ package machine
 import (
 	"io/ioutil"
 	"os"
+	"os/exec"
 	"path/filepath"
 	"runtime"
 	"strings"
@@ -40,6 +41,8 @@ import (
 
 const tempLoadDir = "/tmp"
 
+var getWindowsVolumeName = getWindowsVolumeNameCmd
+
 func CacheImagesForBootstrapper(version string, clusterBootstrapper string) error {
 	images := bootstrapper.GetCachedImageList(version, clusterBootstrapper)
 
@@ -97,7 +100,7 @@ func LoadImages(cmd bootstrapper.CommandRunner, images []string, cacheDir string
 
 // # ParseReference cannot have a : in the directory path
 func sanitizeCacheDir(image string) string {
-	if hasWindowsDriveLetter(image) {
+	if runtime.GOOS == "windows" && hasWindowsDriveLetter(image) {
 		// not sanitize Windows drive letter.
 		return image[:2] + strings.Replace(image[2:], ":", "_", -1)
 	}
@@ -105,9 +108,6 @@ func sanitizeCacheDir(image string) string {
 }
 
 func hasWindowsDriveLetter(s string) bool {
-	if runtime.GOOS != "windows" {
-		return false
-	}
 	if len(s) < 3 {
 		return false
 	}
@@ -122,6 +122,46 @@ func hasWindowsDriveLetter(s string) bool {
 	return false
 }
 
+// Replace a drive letter to a volume name.
+func replaceWinDriveLetterToVolumeName(s string) (string, error) {
+	vname, err := getWindowsVolumeName(s[:1])
+	if err != nil {
+		return "", err
+	}
+	path := vname + s[3:]
+	if _, err := os.Stat(filepath.Dir(path)); err != nil {
+		return "", err
+	}
+
+	return path, nil
+}
+
+func getWindowsVolumeNameCmd(d string) (string, error) {
+	cmd := exec.Command("wmic", "volume", "where", "DriveLetter = '"+d+":'", "get", "DeviceID")
+
+	stdout, err := cmd.Output()
+	if err != nil {
+		return "", err
+	}
+
+	outs := strings.Split(strings.Replace(string(stdout), "\r", "", -1), "\n")
+
+	var vname string
+	for _, l := range outs {
+		s := strings.TrimSpace(l)
+		if strings.HasPrefix(s, `\\?\Volume{`) && strings.HasSuffix(s, `}\`) {
+			vname = s
+			break
+		}
+	}
+
+	if vname == "" {
+		return "", errors.New("failed to get a volume GUID")
+	}
+
+	return vname, nil
+}
+
 func LoadFromCacheBlocking(cmd bootstrapper.CommandRunner, src string) error {
 	glog.Infoln("Loading image from cache at ", src)
 	filename := filepath.Base(src)
@@ -162,6 +202,19 @@ func getSrcRef(image string) (types.ImageReference, error) {
 }
 
 func getDstRef(image, dst string) (types.ImageReference, error) {
+	if runtime.GOOS == "windows" && hasWindowsDriveLetter(dst) {
+		// ParseReference does not support a Windows drive letter.
+		// Therefore, will replace the drive letter to a volume name.
+		var err error
+		if dst, err = replaceWinDriveLetterToVolumeName(dst); err != nil {
+			return nil, errors.Wrap(err, "parsing docker archive dst ref: replace a Win drive letter to a volume name")
+		}
+	}
+
+	return _getDstRef(image, dst)
+}
+
+func _getDstRef(image, dst string) (types.ImageReference, error) {
 	dstRef, err := archive.ParseReference(dst + ":" + image)
 	if err != nil {
 		return nil, errors.Wrap(err, "parsing docker archive dst ref")
@@ -179,13 +232,6 @@ func CacheImage(image, dst string) error {
 		return errors.Wrapf(err, "making cache image directory: %s", dst)
 	}
 
-	// TODO: support Windows drive letter.
-	// L:164 ParseReference does not support Windows drive letter.
-	// If contains Windows drive letter, it disable cache image for now.
-	if hasWindowsDriveLetter(dst) {
-		return nil
-	}
-
 	srcRef, err := getSrcRef(image)
 	if err != nil {
 		return errors.Wrap(err, "creating docker image src ref")
diff --git a/pkg/minikube/machine/cache_images_test.go b/pkg/minikube/machine/cache_images_test.go
index 2ecc884feb4a..37c74904769c 100644
--- a/pkg/minikube/machine/cache_images_test.go
+++ b/pkg/minikube/machine/cache_images_test.go
@@ -17,6 +17,10 @@ limitations under the License.
 package machine
 
 import (
+	"io/ioutil"
+	"os"
+	"runtime"
+	"strings"
 	"testing"
 
 	"k8s.io/minikube/pkg/minikube/constants"
@@ -29,3 +33,69 @@ func TestGetSrcRef(t *testing.T) {
 		}
 	}
 }
+
+func TestGetDstRef(t *testing.T) {
+	paths := []struct {
+		path, separator string
+	}{
+		{`/Users/foo/.minikube/cache/images`, `/`},
+		{`/home/foo/.minikube/cache/images`, `/`},
+		{`\\?\Volume{aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee}\Users\foo\.minikube\cache\images`, `\`},
+		{`\\?\Volume{aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee}\minikube\.minikube\cache\images`, `\`},
+	}
+
+	cases := []struct {
+		image, dst string
+	}{}
+	for _, tp := range paths {
+		for _, image := range constants.LocalkubeCachedImages {
+			dst := strings.Join([]string{tp.path, strings.Replace(image, ":", "_", -1)}, tp.separator)
+			cases = append(cases, struct{ image, dst string }{image, dst})
+		}
+	}
+
+	for _, tc := range cases {
+		if _, err := _getDstRef(tc.image, tc.dst); err != nil {
+			t.Errorf("Error getting dst ref for %s: %s", tc.dst, err)
+		}
+	}
+}
+
+func TestReplaceWinDriveLetterToVolumeName(t *testing.T) {
+	path, err := ioutil.TempDir("", "repwindl2vn")
+	if err != nil {
+		t.Fatalf("Error make tmp directory: %s", err)
+	}
+	defer os.RemoveAll(path)
+
+	if runtime.GOOS != "windows" {
+		// Replace to fake func.
+		getWindowsVolumeName = func(d string) (string, error) {
+			return `/`, nil
+		}
+		// Add dummy Windows drive letter.
+		path = `C:` + path
+	}
+
+	if _, err := replaceWinDriveLetterToVolumeName(path); err != nil {
+		t.Errorf("Error replace a Windows drive letter to a volume name: %s", err)
+	}
+}
+
+func TestHasWindowsDriveLetter(t *testing.T) {
+	cases := []struct {
+		path string
+		want bool
+	}{
+		{`C:\Users\Foo\.minikube`, true},
+		{`D:\minikube\.minikube`, true},
+		{`C\Foo\Bar\.minikube`, false},
+		{`/home/foo/.minikube`, false},
+	}
+
+	for _, tc := range cases {
+		if hasWindowsDriveLetter(tc.path) != tc.want {
+			t.Errorf("%s have a Windows drive letter: %t", tc.path, tc.want)
+		}
+	}
+}