diff --git a/projects/openjpeg/Dockerfile b/projects/openjpeg/Dockerfile
new file mode 100644
index 000000000..5351222c3
--- /dev/null
+++ b/projects/openjpeg/Dockerfile
@@ -0,0 +1,24 @@
+# Copyright 2016 Google Inc.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+################################################################################
+
+FROM gcr.io/oss-fuzz-base/base-builder
+MAINTAINER antonin@gmail.com
+RUN apt-get update && apt-get install -y make cmake g++
+RUN git clone --depth 1 https://github.com/uclouvain/openjpeg openjpeg
+# openjpeg-data is used to create a seed corpus
+RUN git clone --depth 1 https://github.com/uclouvain/openjpeg-data openjpeg/data
+WORKDIR openjpeg
+COPY build.sh $SRC/
diff --git a/projects/openjpeg/build.sh b/projects/openjpeg/build.sh
new file mode 100755
index 000000000..6f91a20bf
--- /dev/null
+++ b/projects/openjpeg/build.sh
@@ -0,0 +1,26 @@
+#!/bin/bash -eu
+# Copyright 2016 Google Inc.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+################################################################################
+
+mkdir build
+cd build
+cmake ..
+make clean -s
+make -j$(nproc) -s
+cd ..
+
+./tests/fuzzers/build_google_oss_fuzzers.sh
+./tests/fuzzers/build_seed_corpus.sh
diff --git a/projects/openjpeg/project.yaml b/projects/openjpeg/project.yaml
new file mode 100644
index 000000000..058c7ccba
--- /dev/null
+++ b/projects/openjpeg/project.yaml
@@ -0,0 +1,4 @@
+homepage: "http://www.openjpeg.org/"
+primary_contact: "antonin@gmail.com"
+auto_ccs:
+  - "even.rouault@gmail.com"