diff --git a/pkg/resolve/selector.go b/pkg/resolve/selector.go
index 95cbba044f..b4671b9d51 100644
--- a/pkg/resolve/selector.go
+++ b/pkg/resolve/selector.go
@@ -38,6 +38,9 @@ func MatchesSelector(doc *yaml.Node, selector labels.Selector) (bool, error) {
 	if err != nil {
 		return false, err
 	}
+	if kind == "" {
+		return false, nil
+	}
 
 	if kind == "List" {
 		return listMatchesSelector(doc, selector)
@@ -96,11 +99,12 @@ func objMatchesSelector(doc *yaml.Node, selector labels.Selector) bool {
 
 	node, ok := it()
 
-	if ok && selector.Matches(labelsNode{node}) {
-		return true
+	// Object has no metadata.labels, verify matching against an empty set.
+	if !ok {
+		node = emptyMapNode
 	}
 
-	return false
+	return selector.Matches(labelsNode{node})
 }
 
 func listMatchesSelector(doc *yaml.Node, selector labels.Selector) (bool, error) {
@@ -133,6 +137,11 @@ func listMatchesSelector(doc *yaml.Node, selector labels.Selector) (bool, error)
 	return len(matches) != 0, nil
 }
 
+var emptyMapNode = &yaml.Node{
+	Kind: yaml.MappingNode,
+	Tag:  "!!map",
+}
+
 type labelsNode struct {
 	*yaml.Node
 }
diff --git a/pkg/resolve/selector_test.go b/pkg/resolve/selector_test.go
index 4f17d8686d..e5d440d7b8 100644
--- a/pkg/resolve/selector_test.go
+++ b/pkg/resolve/selector_test.go
@@ -26,6 +26,9 @@ var (
 	webSelector    = selector(`app=web`)
 	notWebSelector = selector(`app!=web`)
 	nopSelector    = selector(`foo!=bark`)
+
+	hasSelector    = selector(`app`)
+	notHasSelector = selector(`!app`)
 )
 
 const (
@@ -44,6 +47,11 @@ metadata:
     # comments should be preserved
     app: db
   name: rss-db
+`
+	podNoLabel = `apiVersion: v1
+kind: Pod
+metadata:
+  name: rss-site
 `
 	podList = `apiVersion: v1
 kind: List
@@ -89,6 +97,21 @@ items:
     labels:
       app: db
     name: rss-db
+`
+	podListNoLabel = `apiVersion: v1
+kind: List
+metadata:
+  resourceVersion: ""
+  selfLink: ""
+items:
+- apiVersion: v1
+  kind: Pod
+  metadata:
+    name: rss-site
+- apiVersion: v1
+  kind: Pod
+  metadata:
+    name: rss-db
 `
 )
 
@@ -116,6 +139,28 @@ func TestMatchesSelector(t *testing.T) {
 		selector: nopSelector,
 		output:   dbPod,
 		matches:  true,
+	}, {
+		desc:     "single object with has selector",
+		input:    webPod,
+		selector: hasSelector,
+		output:   webPod,
+		matches:  true,
+	}, {
+		desc:     "single object with not-has selector",
+		input:    webPod,
+		selector: notHasSelector,
+		matches:  false,
+	}, {
+		desc:     "single non-labeled object with has selector",
+		input:    podNoLabel,
+		selector: hasSelector,
+		matches:  false,
+	}, {
+		desc:     "single non-labeled object with not-has selector",
+		input:    podNoLabel,
+		selector: notHasSelector,
+		output:   podNoLabel,
+		matches:  true,
 	}, {
 		desc:     "selector matching elements of list object",
 		input:    podList,
@@ -128,6 +173,17 @@ func TestMatchesSelector(t *testing.T) {
 		selector: notWebSelector,
 		output:   dbPodList,
 		matches:  true,
+	}, {
+		desc:     "has selector matching no non-labeled element of list object",
+		input:    podListNoLabel,
+		selector: hasSelector,
+		matches:  false,
+	}, {
+		desc:     "not-has selector matching all non-labeled elements of list object",
+		input:    podListNoLabel,
+		selector: notHasSelector,
+		output:   podListNoLabel,
+		matches:  true,
 	}, {
 		desc:     "selector matching all elements of list object",
 		input:    podList,
@@ -135,15 +191,10 @@ func TestMatchesSelector(t *testing.T) {
 		output:   podList,
 		matches:  true,
 	}, {
-		desc:     "selector matching no elements of list object",
+		desc:     "selector matching no element of list object",
 		input:    podList,
 		selector: labels.Nothing(),
 		matches:  false,
-	}, {
-		desc:     "null node",
-		input:    "!!null",
-		selector: labels.Everything(),
-		matches:  false,
 	}}
 
 	for _, test := range tests {