diff --git a/Dockerfile b/Dockerfile
index 30ade6e6d..73eeb2800 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,58 +1,5 @@
-FROM ubuntu:14.04
+FROM paulinus/opensfm-docker-base
 
-
-# Install apt-getable dependencies
-RUN apt-get update \
-    && apt-get install -y \
-        build-essential \
-        cmake \
-        git \
-        libatlas-base-dev \
-        libboost-python-dev \
-        libeigen3-dev \
-        libgoogle-glog-dev \
-        libopencv-dev \
-        libsuitesparse-dev \
-        python-dev \
-        python-numpy \
-        python-opencv \
-        python-pip \
-        python-pyexiv2 \
-        python-pyproj \
-        python-scipy \
-        python-yaml \
-        wget \
-    && apt-get clean \
-    && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
-
-
-# Install Ceres from source
-RUN \
-    mkdir -p /source && cd /source && \
-    wget http://ceres-solver.org/ceres-solver-1.10.0.tar.gz && \
-    tar xvzf ceres-solver-1.10.0.tar.gz && \
-    cd /source/ceres-solver-1.10.0 && \
-    mkdir -p build && cd build && \
-    cmake .. -DCMAKE_C_FLAGS=-fPIC -DCMAKE_CXX_FLAGS=-fPIC -DBUILD_EXAMPLES=OFF -DBUILD_TESTING=OFF -DOPENMP=OFF && \
-    make install && \
-    cd / && \
-    rm -rf /source/ceres-solver-1.10.0 && \
-    rm -f /source/ceres-solver-1.10.0.tar.gz
-
-
-# Install opengv from source
-RUN \
-    mkdir -p /source && cd /source && \
-    git clone https://github.com/paulinus/opengv.git && \
-    cd /source/opengv && \
-    mkdir -p build && cd build && \
-    cmake .. -DBUILD_TESTS=OFF -DBUILD_PYTHON=ON && \
-    make install && \
-    cd / && \
-    rm -rf /source/opengv
-
-
-# OpenSfM
 COPY . /source/OpenSfM
 
 WORKDIR /source/OpenSfM
diff --git a/README.md b/README.md
index 319aeec5f..521695662 100644
--- a/README.md
+++ b/README.md
@@ -48,12 +48,12 @@ Be sure to update your `PYTHONPATH` to include `/usr/local/lib/python2.7/site-pa
 
 ### Installing dependencies on Ubuntu
 
-See the [Dockerfile](https://github.com/mapillary/OpenSfM/blob/master/Dockerfile) for the commands to install all dependencies on Ubuntu 14.04.  The steps are
+See this [Dockerfile](https://github.com/paulinus/opensfm-docker-base/blob/master/Dockerfile) for the commands to install all dependencies on Ubuntu 14.04.  The steps are
 
  1. Install [OpenCV][], [Boost Python][], [NumPy][], [SciPy][] using apt-get
  2. Install python requirements using pip
  3. Clone, build and install [OpenGV][] following the receipt in the Dockerfile
- 4. [Build and Install](http://ceres-solver.org/building.html) the [Ceres solver][] from its source using the `-fPIC` compilation flag
+ 4. [Build and Install](http://ceres-solver.org/building.html) the [Ceres solver][] from its source using the `-fPIC` compilation flag.
 
 #### Install note