diff --git a/.gitignore b/.gitignore
index d39140b350..272ae221a6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -43,3 +43,6 @@
 # IntelliJ
 *.iml
 
+# Dependency lists generated from Maven
+javacpp.incs.txt
+javacpp.libs.txt
diff --git a/caffe/cppbuild.sh b/caffe/cppbuild.sh
index e876f2cfc4..5f632727b4 100755
--- a/caffe/cppbuild.sh
+++ b/caffe/cppbuild.sh
@@ -68,8 +68,6 @@ cd $PLATFORM
 INSTALL_PATH=`pwd`
 mkdir -p include lib bin
 
-OPENCV_PATH="$INSTALL_PATH/../../../opencv/cppbuild/$PLATFORM/"
-
 echo "Decompressing archives"
 tar --totals -xzf ../glog-$GLOG.tar.gz
 tar --totals -xzf ../gflags-$GFLAGS.tar.gz
@@ -143,12 +141,20 @@ if [[ $PLATFORM != macosx-* ]]; then
     cd ..
 fi
 
+# List Maven dependencies
+pushd ../..
+mvn org.bytedeco:javacpp:1.1-SNAPSHOT:build -DwriteIncludes=javacpp.incs.txt -DwriteLibs=javacpp.libs.txt
+popd
+
 cd caffe-$CAFFE_VERSION
 cp Makefile.config.example Makefile.config
+printf "\n" >> Makefile.config
+printf "INCLUDE_DIRS += \$(shell cat ../../../javacpp.incs.txt)\n" >> Makefile.config
+printf "LIBRARY_DIRS += \$(shell cat ../../../javacpp.libs.txt)\n" >> Makefile.config
 export PATH=../bin:$PATH
-export CXXFLAGS="-I../include -I$OPENCV_PATH/include"
-export NVCCFLAGS="-I../include -I$OPENCV_PATH/include"
-export LINKFLAGS="-L../lib -L$OPENCV_PATH/lib"
+export CXXFLAGS="-I../include"
+export NVCCFLAGS="-I../include"
+export LINKFLAGS="-L../lib"
 make -j $MAKEJ BLAS=$BLAS DISTRIBUTE_DIR=.. lib
 # Manual deploy to avoid Caffe's python build
 mkdir -p ../include/caffe/proto