diff --git a/test/array_reverse.cpp b/test/array_reverse.cpp
index fbe7a99..9d5b9a6 100644
--- a/test/array_reverse.cpp
+++ b/test/array_reverse.cpp
@@ -15,7 +15,6 @@
 
 template<typename MatrixType> void reverse(const MatrixType& m)
 {
-  typedef typename MatrixType::Index Index;
   typedef typename MatrixType::Scalar Scalar;
   typedef Matrix<Scalar, MatrixType::RowsAtCompileTime, 1> VectorType;
 
@@ -24,7 +23,7 @@
 
   // this test relies a lot on Random.h, and there's not much more that we can do
   // to test it, hence I consider that we will have tested Random.h
-  MatrixType m1 = MatrixType::Random(rows, cols);
+  MatrixType m1 = MatrixType::Random(rows, cols), m2;
   VectorType v1 = VectorType::Random(rows);
 
   MatrixType m1_r = m1.reverse();
@@ -96,14 +95,32 @@
 
   m1.reverse()(r, c) = x;
   VERIFY_IS_APPROX(x, m1(rows - 1 - r, cols - 1 - c));
+  
+  m2 = m1;
+  m2.reverseInPlace();
+  VERIFY_IS_APPROX(m2,m1.reverse().eval());
+  
+  m2 = m1;
+  m2.col(0).reverseInPlace();
+  VERIFY_IS_APPROX(m2.col(0),m1.col(0).reverse().eval());
+  
+  m2 = m1;
+  m2.row(0).reverseInPlace();
+  VERIFY_IS_APPROX(m2.row(0),m1.row(0).reverse().eval());
+  
+  m2 = m1;
+  m2.rowwise().reverseInPlace();
+  VERIFY_IS_APPROX(m2,m1.rowwise().reverse().eval());
+  
+  m2 = m1;
+  m2.colwise().reverseInPlace();
+  VERIFY_IS_APPROX(m2,m1.colwise().reverse().eval());
 
-  /*
   m1.colwise().reverse()(r, c) = x;
   VERIFY_IS_APPROX(x, m1(rows - 1 - r, c));
 
   m1.rowwise().reverse()(r, c) = x;
   VERIFY_IS_APPROX(x, m1(r, cols - 1 - c));
-  */
 }
 
 void test_array_reverse()
@@ -113,11 +130,11 @@
     CALL_SUBTEST_2( reverse(Matrix2f()) );
     CALL_SUBTEST_3( reverse(Matrix4f()) );
     CALL_SUBTEST_4( reverse(Matrix4d()) );
-    CALL_SUBTEST_5( reverse(MatrixXcf(3, 3)) );
-    CALL_SUBTEST_6( reverse(MatrixXi(6, 3)) );
-    CALL_SUBTEST_7( reverse(MatrixXcd(20, 20)) );
+    CALL_SUBTEST_5( reverse(MatrixXcf(internal::random<int>(1,EIGEN_TEST_MAX_SIZE), internal::random<int>(1,EIGEN_TEST_MAX_SIZE))) );
+    CALL_SUBTEST_6( reverse(MatrixXi(internal::random<int>(1,EIGEN_TEST_MAX_SIZE), internal::random<int>(1,EIGEN_TEST_MAX_SIZE))) );
+    CALL_SUBTEST_7( reverse(MatrixXcd(internal::random<int>(1,EIGEN_TEST_MAX_SIZE), internal::random<int>(1,EIGEN_TEST_MAX_SIZE))) );
     CALL_SUBTEST_8( reverse(Matrix<float, 100, 100>()) );
-    CALL_SUBTEST_9( reverse(Matrix<float,Dynamic,Dynamic,RowMajor>(6,3)) );
+    CALL_SUBTEST_9( reverse(Matrix<float,Dynamic,Dynamic,RowMajor>(internal::random<int>(1,EIGEN_TEST_MAX_SIZE), internal::random<int>(1,EIGEN_TEST_MAX_SIZE))) );
   }
 #ifdef EIGEN_TEST_PART_3
   Vector4f x; x << 1, 2, 3, 4;