diff --git a/mindspore/ccsrc/minddata/dataset/kernels/image/lite_cv/image_process.cc b/mindspore/ccsrc/minddata/dataset/kernels/image/lite_cv/image_process.cc
index f240b6b1a2..0e90b4888d 100644
--- a/mindspore/ccsrc/minddata/dataset/kernels/image/lite_cv/image_process.cc
+++ b/mindspore/ccsrc/minddata/dataset/kernels/image/lite_cv/image_process.cc
@@ -1412,21 +1412,21 @@ void CalculationMatrix(int n, int m, std::vector<double> &W, LiteMat &A, LiteMat
   }
 
   for (int i = 0; i < n - 1; i++) {
-    int j = i;
-    for (int k = i + 1; k < n; k++) {
-      if (W[j] < W[k]) {
-        j = k;
+    int mid = i;
+    for (int j = i + 1; j < n; j++) {
+      if (W[mid] < W[j]) {
+        mid = j;
       }
     }
 
-    if (i != j) {
-      std::swap(W[i], W[j]);
-      for (int k = 0; k < m; k++) {
-        std::swap(A.ptr<T>(i)[k], A.ptr<T>(j)[k]);
+    if (i != mid) {
+      std::swap(W[i], W[mid]);
+      for (int j = 0; j < m; j++) {
+        std::swap(A.ptr<T>(i)[j], A.ptr<T>(mid)[j]);
       }
 
-      for (int k = 0; k < n; k++) {
-        std::swap(V.ptr<T>(i)[k], V.ptr<T>(j)[k]);
+      for (int j = 0; j < n; j++) {
+        std::swap(V.ptr<T>(i)[j], V.ptr<T>(mid)[j]);
       }
     }
   }
@@ -1451,8 +1451,8 @@ void JacobiSVD(LiteMat &A, LiteMat &_W, LiteMat &V) {
   std::uniform_int_distribution<unsigned int> dis(0, 4294967294);
 
   for (int i = 0; i < urows; i++) {
-    double sd = i < n ? W[i] : 0;
-    for (int ii = 0; ii < 100 && sd <= min_val; ii++) {
+    double mid = i < n ? W[i] : 0;
+    for (int ii = 0; ii < 100 && mid <= min_val; ii++) {
       const T val0 = (T)(1. / m);
       for (int k = 0; k < m; k++) {
         unsigned int rng = dis(gen);
@@ -1460,15 +1460,15 @@ void JacobiSVD(LiteMat &A, LiteMat &_W, LiteMat &V) {
         A.ptr<T>(i)[k] = val;
       }
 
-      for (int iter = 0; iter < 2; iter++) {
+      for (int inner = 0; inner < 2; inner++) {
         for (int j = 0; j < i; j++) {
-          sd = 0;
+          mid = 0;
           for (int k = 0; k < m; k++) {
-            sd += A.ptr<T>(i)[k] * A.ptr<T>(j)[k];
+            mid += A.ptr<T>(i)[k] * A.ptr<T>(j)[k];
           }
           T asum = 0;
           for (int k = 0; k < m; k++) {
-            T t = (T)(A.ptr<T>(i)[k] - sd * A.ptr<T>(j)[k]);
+            T t = (T)(A.ptr<T>(i)[k] - mid * A.ptr<T>(j)[k]);
             A.ptr<T>(i)[k] = t;
             asum += std::abs(t);
           }
@@ -1480,15 +1480,15 @@ void JacobiSVD(LiteMat &A, LiteMat &_W, LiteMat &V) {
         }
       }
 
-      sd = 0;
+      mid = 0;
       for (int k = 0; k < m; k++) {
         T t = A.ptr<T>(i)[k];
-        sd += static_cast<double>(t * t);
+        mid += static_cast<double>(t * t);
       }
-      sd = std::sqrt(sd);
+      mid = std::sqrt(mid);
     }
 
-    T s = (T)(sd > min_val ? 1 / sd : 0.);
+    T s = (T)(mid > min_val ? 1 / mid : 0.);
     for (int k = 0; k < m; k++) {
       A.ptr<T>(i)[k] *= s;
     }
diff --git a/mindspore/dataset/vision/py_transforms.py b/mindspore/dataset/vision/py_transforms.py
index f98c5ef765..f50e1116ec 100644
--- a/mindspore/dataset/vision/py_transforms.py
+++ b/mindspore/dataset/vision/py_transforms.py
@@ -33,6 +33,7 @@ from .validators import check_prob, check_crop, check_resize_interpolation, chec
     check_random_perspective, check_random_erasing, check_cutout, check_linear_transform, check_random_affine, \
     check_mix_up, check_positive_degrees, check_uniform_augment_py, check_auto_contrast
 from .utils import Inter, Border
+from .py_transforms_util import is_pil
 
 DE_PY_INTER_MODE = {Inter.NEAREST: Image.NEAREST,
                     Inter.ANTIALIAS: Image.ANTIALIAS,
@@ -964,6 +965,8 @@ class RandomPerspective:
         Returns:
             img (PIL image), Image after being perspectively transformed randomly.
         """
+        if not is_pil(img):
+            raise ValueError("Input image should be a Pillow image.")
         if self.prob > random.random():
             start_points, end_points = util.get_perspective_params(img, self.distortion_scale)
             return util.perspective(img, start_points, end_points, self.interpolation)
diff --git a/mindspore/dataset/vision/validators.py b/mindspore/dataset/vision/validators.py
index 0ba3f2a52d..3984663bda 100644
--- a/mindspore/dataset/vision/validators.py
+++ b/mindspore/dataset/vision/validators.py
@@ -458,6 +458,8 @@ def check_random_perspective(method):
     def new_method(self, *args, **kwargs):
         [distortion_scale, prob, interpolation], _ = parse_user_args(method, *args, **kwargs)
 
+        type_check(distortion_scale, (float,), "distortion_scale")
+        type_check(prob, (float,), "prob")
         check_value(distortion_scale, [0., 1.], "distortion_scale")
         check_value(prob, [0., 1.], "prob")
         type_check(interpolation, (Inter,), "interpolation")