diff --git a/tensorflow/core/kernels/image/crop_and_resize_op.cc b/tensorflow/core/kernels/image/crop_and_resize_op.cc
index 5c196df9cfe6c2..9d0f27d0a20ce0 100644
--- a/tensorflow/core/kernels/image/crop_and_resize_op.cc
+++ b/tensorflow/core/kernels/image/crop_and_resize_op.cc
@@ -71,6 +71,10 @@ static inline Status ParseAndCheckBoxSizes(const Tensor& boxes,
   if (boxes.dim_size(1) != 4) {
     return errors::InvalidArgument("boxes must have 4 columns");
   }
+  Eigen::Tensor<bool, 0, Eigen::RowMajor> check = boxes.tensor<float, 2>().isfinite().all();
+  if (!check()) {
+    return errors::InvalidArgument("boxes values must be finite");
+  }
   // The shape of 'box_index' is [num_boxes].
   if (box_index.dims() != 1) {
     return errors::InvalidArgument("box_index must be 1-D",
diff --git a/tensorflow/python/ops/image_ops_test.py b/tensorflow/python/ops/image_ops_test.py
index 7f4a093ca40950..d3c1bf1fdebc41 100644
--- a/tensorflow/python/ops/image_ops_test.py
+++ b/tensorflow/python/ops/image_ops_test.py
@@ -5710,7 +5710,19 @@ def testExpandAnimations(self):
           self.assertAllEqual(list(image2.shape), [12, 40, 20, 3])
           self.assertAllEqual(image2, image3)
 
-  @parameterized.named_parameters(
+  def testImageCropAndResize(self):
+    # Test case for GitHub issue 42129
+    message = "boxes values must be finite"
+    with self.assertRaisesRegex(
+        (errors.InvalidArgumentError, ValueError), message):
+      v = image_ops_impl.crop_and_resize_v2(
+          image=array_ops.zeros((2, 1, 1, 1)),
+          boxes=[[1.0e+40, 0, 0, 0]],
+          box_indices=[1],
+          crop_size=[1, 1])
+      self.evaluate(v)
+
+   @parameterized.named_parameters(
       ("_jpeg", "JPEG", "jpeg_merge_test1.jpg"),
       ("_png", "PNG", "lena_rgba.png"),
       ("_gif", "GIF", "scan.gif"),