diff --git a/cmd/bucket-handlers.go b/cmd/bucket-handlers.go
index 0434bf1e3..9e99befa9 100644
--- a/cmd/bucket-handlers.go
+++ b/cmd/bucket-handlers.go
@@ -601,7 +601,8 @@ func (api objectAPIHandlers) PostPolicyBucketHandler(w http.ResponseWriter, r *h
 	}
 
 	// Extract metadata to be saved from received Form.
-	metadata, err := extractMetadataFromHeader(ctx, formValues)
+	metadata := make(map[string]string)
+	err = extractMetadataFromMap(ctx, formValues, metadata)
 	if err != nil {
 		writeErrorResponse(w, ErrInternalError, r.URL)
 		return
diff --git a/cmd/handler-utils.go b/cmd/handler-utils.go
index b990b2ced..17a785708 100644
--- a/cmd/handler-utils.go
+++ b/cmd/handler-utils.go
@@ -114,40 +114,54 @@ var userMetadataKeyPrefixes = []string{
 	"X-Minio-Meta-",
 }
 
-// extractMetadataFromHeader extracts metadata from HTTP header.
-func extractMetadataFromHeader(ctx context.Context, header http.Header) (map[string]string, error) {
-	if header == nil {
-		logger.LogIf(ctx, errInvalidArgument)
-		return nil, errInvalidArgument
+// extractMetadata extracts metadata from HTTP header and HTTP queryString.
+func extractMetadata(ctx context.Context, r *http.Request) (metadata map[string]string, err error) {
+	query := r.URL.Query()
+	header := r.Header
+	metadata = make(map[string]string)
+	// Extract all query values.
+	err = extractMetadataFromMap(ctx, query, metadata)
+	if err != nil {
+		return nil, err
 	}
-	metadata := make(map[string]string)
 
+	// Extract all header values.
+	err = extractMetadataFromMap(ctx, header, metadata)
+	if err != nil {
+		return nil, err
+	}
+
+	// Success.
+	return metadata, nil
+}
+
+// extractMetadata extracts metadata from map values.
+func extractMetadataFromMap(ctx context.Context, v map[string][]string, m map[string]string) error {
+	if v == nil {
+		logger.LogIf(ctx, errInvalidArgument)
+		return errInvalidArgument
+	}
 	// Save all supported headers.
 	for _, supportedHeader := range supportedHeaders {
-		canonicalHeader := http.CanonicalHeaderKey(supportedHeader)
-		// HTTP headers are case insensitive, look for both canonical
-		// and non canonical entries.
-		if _, ok := header[canonicalHeader]; ok {
-			metadata[supportedHeader] = header.Get(canonicalHeader)
-		} else if _, ok := header[supportedHeader]; ok {
-			metadata[supportedHeader] = header.Get(supportedHeader)
+		if value, ok := v[http.CanonicalHeaderKey(supportedHeader)]; ok {
+			m[supportedHeader] = value[0]
+		} else if value, ok := v[supportedHeader]; ok {
+			m[supportedHeader] = value[0]
 		}
 	}
-
-	// Go through all other headers for any additional headers that needs to be saved.
-	for key := range header {
-		if key != http.CanonicalHeaderKey(key) {
-			logger.LogIf(ctx, errInvalidArgument)
-			return nil, errInvalidArgument
-		}
+	for key := range v {
 		for _, prefix := range userMetadataKeyPrefixes {
-			if strings.HasPrefix(key, prefix) {
-				metadata[key] = header.Get(key)
+			if !strings.HasPrefix(strings.ToLower(key), strings.ToLower(prefix)) {
+				continue
+			}
+			value, ok := v[key]
+			if ok {
+				m[key] = value[0]
 				break
 			}
 		}
 	}
-	return metadata, nil
+	return nil
 }
 
 // The Query string for the redirect URL the client is
diff --git a/cmd/handler-utils_test.go b/cmd/handler-utils_test.go
index 74ddbd654..a4f52171d 100644
--- a/cmd/handler-utils_test.go
+++ b/cmd/handler-utils_test.go
@@ -165,9 +165,9 @@ func TestExtractMetadataHeaders(t *testing.T) {
 				"x-amz-meta-appid": []string{"amz-meta"},
 			},
 			metadata: map[string]string{
-				"X-Amz-Meta-Appid": "amz-meta",
+				"x-amz-meta-appid": "amz-meta",
 			},
-			shouldFail: true,
+			shouldFail: false,
 		},
 		// Empty header input returns empty metadata.
 		{
@@ -179,7 +179,8 @@ func TestExtractMetadataHeaders(t *testing.T) {
 
 	// Validate if the extracting headers.
 	for i, testCase := range testCases {
-		metadata, err := extractMetadataFromHeader(context.Background(), testCase.header)
+		metadata := make(map[string]string)
+		err := extractMetadataFromMap(context.Background(), testCase.header, metadata)
 		if err != nil && !testCase.shouldFail {
 			t.Fatalf("Test %d failed to extract metadata: %v", i+1, err)
 		}
diff --git a/cmd/object-handlers.go b/cmd/object-handlers.go
index 63cd9b287..c8aff2351 100644
--- a/cmd/object-handlers.go
+++ b/cmd/object-handlers.go
@@ -313,7 +313,7 @@ func (api objectAPIHandlers) HeadObjectHandler(w http.ResponseWriter, r *http.Re
 
 // Extract metadata relevant for an CopyObject operation based on conditional
 // header values specified in X-Amz-Metadata-Directive.
-func getCpObjMetadataFromHeader(ctx context.Context, header http.Header, userMeta map[string]string) (map[string]string, error) {
+func getCpObjMetadataFromHeader(ctx context.Context, r *http.Request, userMeta map[string]string) (map[string]string, error) {
 	// Make a copy of the supplied metadata to avoid
 	// to change the original one.
 	defaultMeta := make(map[string]string, len(userMeta))
@@ -323,13 +323,13 @@ func getCpObjMetadataFromHeader(ctx context.Context, header http.Header, userMet
 
 	// if x-amz-metadata-directive says REPLACE then
 	// we extract metadata from the input headers.
-	if isMetadataReplace(header) {
-		return extractMetadataFromHeader(ctx, header)
+	if isMetadataReplace(r.Header) {
+		return extractMetadata(ctx, r)
 	}
 
 	// if x-amz-metadata-directive says COPY then we
 	// return the default metadata.
-	if isMetadataCopy(header) {
+	if isMetadataCopy(r.Header) {
 		return defaultMeta, nil
 	}
 
@@ -514,7 +514,7 @@ func (api objectAPIHandlers) CopyObjectHandler(w http.ResponseWriter, r *http.Re
 	}
 	srcInfo.Writer = writer
 
-	srcInfo.UserDefined, err = getCpObjMetadataFromHeader(ctx, r.Header, srcInfo.UserDefined)
+	srcInfo.UserDefined, err = getCpObjMetadataFromHeader(ctx, r, srcInfo.UserDefined)
 	if err != nil {
 		pipeWriter.CloseWithError(err)
 		writeErrorResponse(w, ErrInternalError, r.URL)
@@ -699,12 +699,12 @@ func (api objectAPIHandlers) PutObjectHandler(w http.ResponseWriter, r *http.Req
 		return
 	}
 
-	// Extract metadata to be saved from incoming HTTP header.
-	metadata, err := extractMetadataFromHeader(ctx, r.Header)
+	metadata, err := extractMetadata(ctx, r)
 	if err != nil {
 		writeErrorResponse(w, ErrInternalError, r.URL)
 		return
 	}
+
 	if rAuthType == authTypeStreamingSigned {
 		if contentEncoding, ok := metadata["content-encoding"]; ok {
 			contentEncoding = trimAwsChunkedContentEncoding(contentEncoding)
@@ -806,6 +806,7 @@ func (api objectAPIHandlers) PutObjectHandler(w http.ResponseWriter, r *http.Req
 	if api.CacheAPI() != nil && !hasSSECustomerHeader(r.Header) {
 		putObject = api.CacheAPI().PutObject
 	}
+
 	// Create the object..
 	objInfo, err := putObject(ctx, bucket, object, hashReader, metadata)
 	if err != nil {
@@ -901,7 +902,7 @@ func (api objectAPIHandlers) NewMultipartUploadHandler(w http.ResponseWriter, r
 	}
 
 	// Extract metadata that needs to be saved.
-	metadata, err := extractMetadataFromHeader(ctx, r.Header)
+	metadata, err := extractMetadata(ctx, r)
 	if err != nil {
 		writeErrorResponse(w, ErrInternalError, r.URL)
 		return
diff --git a/cmd/signature-v4.go b/cmd/signature-v4.go
index ede827884..f293acb69 100644
--- a/cmd/signature-v4.go
+++ b/cmd/signature-v4.go
@@ -249,6 +249,12 @@ func doesPresignedSignatureMatch(hashedPayload string, r *http.Request, region s
 
 	// Save other headers available in the request parameters.
 	for k, v := range req.URL.Query() {
+
+		// Handle the metadata in presigned put query string
+		if strings.Contains(strings.ToLower(k), "x-amz-meta-") {
+			query.Set(k, v[0])
+		}
+
 		if strings.HasPrefix(strings.ToLower(k), "x-amz") {
 			continue
 		}
diff --git a/cmd/web-handlers.go b/cmd/web-handlers.go
index c75a7222d..4b7c8a62f 100644
--- a/cmd/web-handlers.go
+++ b/cmd/web-handlers.go
@@ -629,7 +629,7 @@ func (web *webAPIHandlers) Upload(w http.ResponseWriter, r *http.Request) {
 	}
 
 	// Extract incoming metadata if any.
-	metadata, err := extractMetadataFromHeader(context.Background(), r.Header)
+	metadata, err := extractMetadata(context.Background(), r)
 	if err != nil {
 		writeErrorResponse(w, ErrInternalError, r.URL)
 		return