diff --git a/src/caffe/layers/video_data_layer.cpp b/src/caffe/layers/video_data_layer.cpp
index 9015c20219d..6e71ae741f2 100644
--- a/src/caffe/layers/video_data_layer.cpp
+++ b/src/caffe/layers/video_data_layer.cpp
@@ -50,12 +50,12 @@ void VideoDataLayer<Ftype, Btype>::DataLayerSetUp(
     if (!cap_.open(video_file)) {
       LOG(FATAL) << "Failed to open video: " << video_file;
     }
-    total_frames_ = cap_.get(CV_CAP_PROP_FRAME_COUNT);
+    total_frames_ = cap_.get(cv::CAP_PROP_FRAME_COUNT);
     processed_frames_ = 0;
     // Read image to infer shape.
     cap_ >> cv_img;
     // Set index back to the first frame.
-    cap_.set(CV_CAP_PROP_POS_FRAMES, 0);
+    cap_.set(cv::CAP_PROP_POS_FRAMES, 0);
   } else {
     LOG(FATAL) << "Unknow video type!";
   }
diff --git a/src/caffe/util/bbox_util.cpp b/src/caffe/util/bbox_util.cpp
index a9e7408d9db..5e060e40477 100644
--- a/src/caffe/util/bbox_util.cpp
+++ b/src/caffe/util/bbox_util.cpp
@@ -2236,7 +2236,7 @@ void VisualizeBBox(const vector<cv::Mat>& images, const Blob* detections,
                                     &baseline);
     cv::rectangle(image, cv::Point(0, 0),
                   cv::Point(text.width, text.height + baseline),
-                  CV_RGB(255, 255, 255), CV_FILLED);
+                  CV_RGB(255, 255, 255), cv::FILLED);
     cv::putText(image, buffer, cv::Point(0, text.height + baseline / 2.),
                 fontface, scale, CV_RGB(0, 0, 0), thickness, 8);
     // Draw bboxes.
@@ -2262,7 +2262,7 @@ void VisualizeBBox(const vector<cv::Mat>& images, const Blob* detections,
         cv::rectangle(
             image, bottom_left_pt + cv::Point(0, 0),
             bottom_left_pt + cv::Point(text.width, -text.height-baseline),
-            color, CV_FILLED);
+            color, cv::FILLED);
         cv::putText(image, buffer, bottom_left_pt - cv::Point(0, baseline),
                     fontface, scale, CV_RGB(0, 0, 0), thickness, 8);
       }
@@ -2271,7 +2271,7 @@ void VisualizeBBox(const vector<cv::Mat>& images, const Blob* detections,
     if (!save_file.empty()) {
       if (!cap_out.isOpened()) {
         cv::Size size(image.size().width, image.size().height);
-        cv::VideoWriter outputVideo(save_file, CV_FOURCC('D', 'I', 'V', 'X'),
+        cv::VideoWriter outputVideo(save_file, cv::VideoWriter::fourcc('D', 'I', 'V', 'X'),
             30, size, true);
         cap_out = outputVideo;
       }
diff --git a/src/caffe/util/io.cpp b/src/caffe/util/io.cpp
index e687e16f962..537f1417d52 100644
--- a/src/caffe/util/io.cpp
+++ b/src/caffe/util/io.cpp
@@ -196,7 +196,7 @@ cv::Mat ReadImageToCVMat(const string& filename,
   }
   if (cv_img_origin.data) {
     if (is_color && cv_img_origin.channels() < 3) {
-      cv::cvtColor(cv_img_origin, cv_img, CV_GRAY2RGB);
+      cv::cvtColor(cv_img_origin, cv_img, cv::COLOR_GRAY2RGB);
     }
     if (short_side > 0) {
       if (cv_img_origin.rows > cv_img_origin.cols) {
@@ -212,10 +212,10 @@ cv::Mat ReadImageToCVMat(const string& filename,
     }
     cv::Size sz(width, height);
     if (cv_img.data) {
-      cv::resize(cv_img, cv_img_origin, sz, 0., 0., CV_INTER_LINEAR);
+      cv::resize(cv_img, cv_img_origin, sz, 0., 0., cv::INTER_LINEAR);
       return cv_img_origin;
     }
-    cv::resize(cv_img_origin, cv_img, sz, 0., 0., CV_INTER_LINEAR);
+    cv::resize(cv_img_origin, cv_img, sz, 0., 0., cv::INTER_LINEAR);
   } else {
     LOG(ERROR) << "Could not decode file " << filename;
   }