diff --git a/go.mod b/go.mod
index a0181fdb02..76c64f213c 100644
--- a/go.mod
+++ b/go.mod
@@ -21,7 +21,7 @@ require (
 	github.com/knqyf263/nested v0.0.1
 	github.com/kylelemons/godebug v0.0.0-20170820004349-d65d576e9348
 	github.com/opencontainers/go-digest v1.0.0-rc1
-	github.com/opencontainers/image-spec v1.0.2-0.20190823105129-775207bd45b6 // indirect
+	github.com/opencontainers/image-spec v1.0.2-0.20190823105129-775207bd45b6
 	github.com/saracen/walker v0.0.0-20191201085201-324a081bae7e
 	github.com/sosedoff/gitkit v0.2.0
 	github.com/stretchr/testify v1.5.1
diff --git a/image/image.go b/image/image.go
index 6097d01415..7e913c5861 100644
--- a/image/image.go
+++ b/image/image.go
@@ -9,12 +9,14 @@ import (
 	"io/ioutil"
 	"net/http"
 	"os"
+	"strings"
 
 	"github.com/aquasecurity/fanal/image/token"
+	ispec "github.com/opencontainers/image-spec/specs-go/v1"
 
 	"github.com/google/go-containerregistry/pkg/authn"
 	"github.com/google/go-containerregistry/pkg/name"
-	"github.com/google/go-containerregistry/pkg/v1"
+	v1 "github.com/google/go-containerregistry/pkg/v1"
 	"github.com/google/go-containerregistry/pkg/v1/layout"
 	"github.com/google/go-containerregistry/pkg/v1/remote"
 	"github.com/google/go-containerregistry/pkg/v1/tarball"
@@ -186,7 +188,19 @@ func fileOpener(fileName string) func() (io.ReadCloser, error) {
 }
 
 func tryOCI(fileName string) (v1.Image, error) {
-	lp, err := layout.FromPath(fileName)
+	var inputTag, inputFileName string
+
+	// Check if tag is specified in input
+	if strings.Contains(fileName, ":") {
+		splitFileName := strings.Split(fileName, ":")
+		inputFileName = splitFileName[0]
+		inputTag = splitFileName[1]
+	} else {
+		inputFileName = fileName
+		inputTag = ""
+	}
+
+	lp, err := layout.FromPath(inputFileName)
 	if err != nil {
 		return nil, xerrors.Errorf("unable to open %s as an OCI Image: %w", fileName, err)
 	}
@@ -205,12 +219,38 @@ func tryOCI(fileName string) (v1.Image, error) {
 		return nil, xerrors.New("no valid manifest")
 	}
 
-	// Support only first image
-	h := m.Manifests[0].Digest
-	img, err := index.Image(h)
-	if err != nil {
-		return nil, xerrors.New("invalid OCI image")
+	// Support image having tag separated by : , otherwise support first image
+
+	if inputTag != "" {
+		return getOCIImage(m, index, inputTag)
+	} else {
+		h := m.Manifests[0].Digest
+
+		img, err := index.Image(h)
+		if err != nil {
+			return nil, xerrors.New("invalid OCI image")
+		}
+
+		return img, nil
+	}
+}
+
+func getOCIImage(m *v1.IndexManifest, index v1.ImageIndex, inputTag string) (v1.Image, error) {
+	for _, manifest := range m.Manifests {
+		annotation := manifest.Annotations
+
+		tag := annotation[ispec.AnnotationRefName]
+		if tag == inputTag {
+			h := manifest.Digest
+
+			img, err := index.Image(h)
+			if err != nil {
+				return nil, xerrors.New("invalid OCI image")
+			}
+
+			return img, nil
+		}
 	}
 
-	return img, nil
+	return nil, xerrors.New("invalid OCI image tag")
 }
diff --git a/image/image_test.go b/image/image_test.go
index ddd99dcd1d..a018c20372 100644
--- a/image/image_test.go
+++ b/image/image_test.go
@@ -226,6 +226,25 @@ func TestNewArchiveImage(t *testing.T) {
 				fileName: "../test/testdata/test.oci",
 			},
 		},
+		{
+			name: "happy path with OCI Image and tag Format",
+			args: args{
+				fileName: "../test/testdata/test_image_tag.oci:0.0.1",
+			},
+		},
+		{
+			name: "happy path with OCI Image only",
+			args: args{
+				fileName: "../test/testdata/test_image_tag.oci",
+			},
+		},
+		{
+			name: "sad path with OCI Image and invalid tagFormat",
+			args: args{
+				fileName: "../test/testdata/test_image_tag.oci:0.0.0",
+			},
+			wantErr: "invalid OCI image tag",
+		},
 		{
 			name: "sad path, oci image not found",
 			args: args{
diff --git a/test/testdata/test_image_tag.oci/blobs/sha256/afb744871f99e0ff8e6f253244836ed34c5d805fdb096d3a205ffaf5e9073cab b/test/testdata/test_image_tag.oci/blobs/sha256/afb744871f99e0ff8e6f253244836ed34c5d805fdb096d3a205ffaf5e9073cab
new file mode 100644
index 0000000000..8967e30737
--- /dev/null
+++ b/test/testdata/test_image_tag.oci/blobs/sha256/afb744871f99e0ff8e6f253244836ed34c5d805fdb096d3a205ffaf5e9073cab
@@ -0,0 +1 @@
+{"schemaVersion":2,"config":{"mediaType":"application/vnd.oci.image.config.v1+json","digest":"sha256:b23a8f6569ae9ae331226205fa72f480ce5310707d0bc97e611f83fbbbde4604","size":584},"layers":[{"mediaType":"application/vnd.oci.image.layer.v1.tar+gzip","digest":"sha256:cdd16bd695eda2819e7637648f573c2ca64896c4f7bff9732ac9db734ca3bc2c","size":2610}]}
\ No newline at end of file
diff --git a/test/testdata/test_image_tag.oci/blobs/sha256/b23a8f6569ae9ae331226205fa72f480ce5310707d0bc97e611f83fbbbde4604 b/test/testdata/test_image_tag.oci/blobs/sha256/b23a8f6569ae9ae331226205fa72f480ce5310707d0bc97e611f83fbbbde4604
new file mode 100644
index 0000000000..1156328a5b
--- /dev/null
+++ b/test/testdata/test_image_tag.oci/blobs/sha256/b23a8f6569ae9ae331226205fa72f480ce5310707d0bc97e611f83fbbbde4604
@@ -0,0 +1 @@
+{"created":"2020-01-03T01:21:37.263809283Z","architecture":"amd64","os":"linux","config":{"Env":["PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"],"Cmd":["/hello"]},"rootfs":{"type":"layers","diff_ids":["sha256:9c27e219663c25e0f28493790cc0b88bc973ba3b1686355f221c38a36978ac63"]},"history":[{"created":"2020-01-03T01:21:37.132606296Z","created_by":"/bin/sh -c #(nop) COPY file:7bf12aab75c3867a023fe3b8bd6d113d43a4fcc415f3cc27cbcf0fff37b65a02 in / "},{"created":"2020-01-03T01:21:37.263809283Z","created_by":"/bin/sh -c #(nop)  CMD [\"/hello\"]","empty_layer":true}]}
\ No newline at end of file
diff --git a/test/testdata/test_image_tag.oci/blobs/sha256/cdd16bd695eda2819e7637648f573c2ca64896c4f7bff9732ac9db734ca3bc2c b/test/testdata/test_image_tag.oci/blobs/sha256/cdd16bd695eda2819e7637648f573c2ca64896c4f7bff9732ac9db734ca3bc2c
new file mode 100644
index 0000000000..097c1a4338
Binary files /dev/null and b/test/testdata/test_image_tag.oci/blobs/sha256/cdd16bd695eda2819e7637648f573c2ca64896c4f7bff9732ac9db734ca3bc2c differ
diff --git a/test/testdata/test_image_tag.oci/index.json b/test/testdata/test_image_tag.oci/index.json
new file mode 100644
index 0000000000..1655f80927
--- /dev/null
+++ b/test/testdata/test_image_tag.oci/index.json
@@ -0,0 +1,13 @@
+{
+    "schemaVersion": 2,
+    "manifests": [
+        {
+            "mediaType": "application/vnd.oci.image.manifest.v1+json",
+            "digest": "sha256:afb744871f99e0ff8e6f253244836ed34c5d805fdb096d3a205ffaf5e9073cab",
+            "size": 345,
+            "annotations": {
+                "org.opencontainers.image.ref.name": "0.0.1"
+            }
+        }
+    ]
+}
\ No newline at end of file
diff --git a/test/testdata/test_image_tag.oci/oci-layout b/test/testdata/test_image_tag.oci/oci-layout
new file mode 100644
index 0000000000..21b1439d1c
--- /dev/null
+++ b/test/testdata/test_image_tag.oci/oci-layout
@@ -0,0 +1 @@
+{"imageLayoutVersion": "1.0.0"}
\ No newline at end of file