diff --git a/api/README.md b/api/README.md
index 95a49e9e45..cdbeaf558d 100644
--- a/api/README.md
+++ b/api/README.md
@@ -22,8 +22,6 @@ POST "/images/create" (pull implemented)
 POST "/images/load"
 POST "/images/{name:.*}/push"
 POST "/images/{name:.*}/tag"
-
-DELETE "/images/{name:.*}"
 ```
 
 ## Endpoints which behave differently
diff --git a/api/api.go b/api/api.go
index 4179fca68c..5571620eea 100644
--- a/api/api.go
+++ b/api/api.go
@@ -5,6 +5,7 @@ import (
 	"crypto/tls"
 	"encoding/json"
 	"fmt"
+	"io"
 	"io/ioutil"
 	"math/rand"
 	"net/http"
@@ -89,7 +90,7 @@ func getImagesJSON(c *context, w http.ResponseWriter, r *http.Request) {
 	accepteds, _ := filters["node"]
 	images := []*cluster.Image{}
 
-	for _, image := range c.cluster.Images() {
+	for _, image := range c.cluster.Images("") {
 		if len(accepteds) != 0 {
 			found := false
 			for _, accepted := range accepteds {
@@ -330,6 +331,69 @@ func postContainersExec(c *context, w http.ResponseWriter, r *http.Request) {
 	w.Write(data)
 }
 
+// DELETE /images/{name:.*}
+func deleteImages(c *context, w http.ResponseWriter, r *http.Request) {
+	if err := r.ParseForm(); err != nil {
+		httpError(w, err.Error(), http.StatusInternalServerError)
+		return
+	}
+	var name = mux.Vars(r)["name"]
+
+	client, scheme := newClientAndScheme(c.tlsConfig)
+	defer closeIdleConnections(client)
+
+	images := c.cluster.Images(name)
+	size := len(images)
+	if size == 0 {
+		httpError(w, fmt.Sprintf("No such image %s", name), http.StatusNotFound)
+		return
+	}
+
+	for i, image := range images {
+		req, err := http.NewRequest("DELETE", scheme+"://"+image.Node.Addr()+"/images/"+name, nil)
+		if err != nil {
+			if size == 1 {
+				httpError(w, err.Error(), http.StatusInternalServerError)
+			}
+			continue
+		}
+		resp, err := client.Do(req)
+		if err != nil {
+			if size == 1 {
+				httpError(w, err.Error(), http.StatusInternalServerError)
+			}
+			continue
+		}
+
+		data, err := ioutil.ReadAll(resp.Body)
+		resp.Body.Close()
+		if err != nil {
+			if size == 1 {
+				httpError(w, err.Error(), http.StatusInternalServerError)
+			}
+			continue
+		}
+		if resp.StatusCode != 200 {
+			if size == 1 {
+				w.WriteHeader(resp.StatusCode)
+				io.Copy(NewWriteFlusher(w), resp.Body)
+			}
+			continue
+		}
+
+		sdata := bytes.NewBuffer(data).String()
+		if i != 0 {
+			w.Header().Set("Content-Type", "application/json")
+			sdata = strings.Replace(sdata, "[", ",", -1)
+		}
+
+		if i != len(images)-1 {
+			sdata = strings.Replace(sdata, "]", "", -1)
+		}
+		fmt.Fprintf(w, sdata)
+	}
+}
+
 // GET /_ping
 func ping(c *context, w http.ResponseWriter, r *http.Request) {
 	w.Write([]byte{'O', 'K'})
@@ -467,7 +531,7 @@ func createRouter(c *context, enableCors bool) *mux.Router {
 		},
 		"DELETE": {
 			"/containers/{name:.*}": deleteContainers,
-			"/images/{name:.*}":     notImplementedHandler,
+			"/images/{name:.*}":     deleteImages,
 		},
 		"OPTIONS": {
 			"": optionsHandler,
diff --git a/api/events_test.go b/api/events_test.go
index eafbdd7639..0c2cbb1bbe 100644
--- a/api/events_test.go
+++ b/api/events_test.go
@@ -23,7 +23,7 @@ func (fn *FakeNode) ID() string                            { return "node_id" }
 func (fn *FakeNode) Name() string                          { return "node_name" }
 func (fn *FakeNode) IP() string                            { return "node_ip" }
 func (fn *FakeNode) Addr() string                          { return "node_addr" }
-func (fn *FakeNode) Images() []*cluster.Image              { return nil }
+func (fn *FakeNode) Images(_ string) []*cluster.Image      { return nil }
 func (fn *FakeNode) Image(_ string) *cluster.Image         { return nil }
 func (fn *FakeNode) Containers() []*cluster.Container      { return nil }
 func (fn *FakeNode) Container(_ string) *cluster.Container { return nil }
diff --git a/cluster/cluster.go b/cluster/cluster.go
index 1844363b35..258d4f09e3 100644
--- a/cluster/cluster.go
+++ b/cluster/cluster.go
@@ -9,8 +9,9 @@ type Cluster interface {
 	// Remove a container
 	RemoveContainer(container *Container, force bool) error
 
-	// Return all images
-	Images() []*Image
+	// Return all images matching `name`
+	// if `name` == "" return all images in the cluster
+	Images(name string) []*Image
 
 	// Return one image matching `IdOrName`
 	Image(IdOrName string) *Image
diff --git a/cluster/node.go b/cluster/node.go
index a27b73c547..830a59b232 100644
--- a/cluster/node.go
+++ b/cluster/node.go
@@ -9,7 +9,7 @@ type Node interface {
 	IP() string   //to inject the actual IP of the machine in docker ps (hostname:port or ip:port)
 	Addr() string //to know where to connect with the proxy
 
-	Images() []*Image                     //used by the API
+	Images(name string) []*Image          //used by the API
 	Image(IdOrName string) *Image         //used by the filters
 	Containers() []*Container             //used by the filters
 	Container(IdOrName string) *Container //used by the filters
diff --git a/cluster/swarm/cluster.go b/cluster/swarm/cluster.go
index c50b49085c..564cc577e6 100644
--- a/cluster/swarm/cluster.go
+++ b/cluster/swarm/cluster.go
@@ -156,13 +156,14 @@ func (c *Cluster) getNode(addr string) *node {
 }
 
 // Containers returns all the images in the cluster.
-func (c *Cluster) Images() []*cluster.Image {
+// If `name` is empty, return all the images
+func (c *Cluster) Images(name string) []*cluster.Image {
 	c.RLock()
 	defer c.RUnlock()
 
 	out := []*cluster.Image{}
 	for _, n := range c.nodes {
-		out = append(out, n.Images()...)
+		out = append(out, n.Images(name)...)
 	}
 
 	return out
diff --git a/cluster/swarm/node.go b/cluster/swarm/node.go
index 310769b74e..29024e25aa 100644
--- a/cluster/swarm/node.go
+++ b/cluster/swarm/node.go
@@ -459,11 +459,30 @@ func (n *node) Container(IdOrName string) *cluster.Container {
 	return nil
 }
 
-func (n *node) Images() []*cluster.Image {
+func matchImage(image *cluster.Image, IdOrName string) bool {
+	size := len(IdOrName)
+
+	if image.Id == IdOrName || (size > 2 && strings.HasPrefix(image.Id, IdOrName)) {
+		return true
+	}
+	for _, repoTag := range image.RepoTags {
+		if repoTag == IdOrName || (size > 2 && strings.HasPrefix(repoTag, IdOrName)) {
+			return true
+		}
+	}
+	return false
+}
+
+// Images returns a list for images matching name in the node
+// If `name` is empty, returns all the images
+func (n *node) Images(name string) []*cluster.Image {
 	images := []*cluster.Image{}
 	n.RLock()
+
 	for _, image := range n.images {
-		images = append(images, image)
+		if name == "" || matchImage(image, name) {
+			images = append(images, image)
+		}
 	}
 	n.RUnlock()
 	return images
@@ -474,16 +493,10 @@ func (n *node) Image(IdOrName string) *cluster.Image {
 	n.RLock()
 	defer n.RUnlock()
 
-	size := len(IdOrName)
-	for _, image := range n.Images() {
-		if image.Id == IdOrName || (size > 2 && strings.HasPrefix(image.Id, IdOrName)) {
+	for _, image := range n.images {
+		if matchImage(image, IdOrName) {
 			return image
 		}
-		for _, t := range image.RepoTags {
-			if t == IdOrName || (size > 2 && strings.HasPrefix(t, IdOrName)) {
-				return image
-			}
-		}
 	}
 	return nil
 }
diff --git a/scheduler/filter/affinity.go b/scheduler/filter/affinity.go
index 223c0fa326..403f42711c 100644
--- a/scheduler/filter/affinity.go
+++ b/scheduler/filter/affinity.go
@@ -35,7 +35,7 @@ func (f *AffinityFilter) Filter(config *dockerclient.ContainerConfig, nodes []cl
 				}
 			case "image":
 				images := []string{}
-				for _, image := range node.Images() {
+				for _, image := range node.Images("") {
 					images = append(images, image.Id)
 					images = append(images, image.RepoTags...)
 					for _, tag := range image.RepoTags {
diff --git a/scheduler/filter/fakenode_test.go b/scheduler/filter/fakenode_test.go
index 54dea30915..8eefbcbf56 100644
--- a/scheduler/filter/fakenode_test.go
+++ b/scheduler/filter/fakenode_test.go
@@ -11,11 +11,11 @@ type FakeNode struct {
 	labels     map[string]string
 }
 
-func (fn *FakeNode) ID() string               { return fn.id }
-func (fn *FakeNode) Name() string             { return fn.name }
-func (fn *FakeNode) IP() string               { return "" }
-func (fn *FakeNode) Addr() string             { return fn.addr }
-func (fn *FakeNode) Images() []*cluster.Image { return fn.images }
+func (fn *FakeNode) ID() string                       { return fn.id }
+func (fn *FakeNode) Name() string                     { return fn.name }
+func (fn *FakeNode) IP() string                       { return "" }
+func (fn *FakeNode) Addr() string                     { return fn.addr }
+func (fn *FakeNode) Images(_ string) []*cluster.Image { return fn.images }
 func (fn *FakeNode) Image(id string) *cluster.Image {
 	for _, image := range fn.images {
 		if image.Id == id {
diff --git a/scheduler/strategy/fakenode_test.go b/scheduler/strategy/fakenode_test.go
index bd5c997c08..6d2ed7f5d0 100644
--- a/scheduler/strategy/fakenode_test.go
+++ b/scheduler/strategy/fakenode_test.go
@@ -21,7 +21,7 @@ func (fn *FakeNode) ID() string                            { return fn.id }
 func (fn *FakeNode) Name() string                          { return fn.name }
 func (fn *FakeNode) IP() string                            { return "" }
 func (fn *FakeNode) Addr() string                          { return fn.addr }
-func (fn *FakeNode) Images() []*cluster.Image              { return nil }
+func (fn *FakeNode) Images(_ string) []*cluster.Image      { return nil }
 func (fn *FakeNode) Image(_ string) *cluster.Image         { return nil }
 func (fn *FakeNode) Containers() []*cluster.Container      { return fn.containers }
 func (fn *FakeNode) Container(_ string) *cluster.Container { return nil }