diff --git a/api/baseapi.cpp b/api/baseapi.cpp
index 375401af39..6a7d848788 100644
--- a/api/baseapi.cpp
+++ b/api/baseapi.cpp
@@ -984,6 +984,7 @@ bool TessBaseAPI::ProcessPagesMultipageTiff(const l_uint8 *data,
   OpenclDevice od;
 #endif  // USE_OPENCL
   int page = (tessedit_page_number >= 0) ? tessedit_page_number : 0;
+  size_t offset = 0;
   for (; ; ++page) {
     if (tessedit_page_number >= 0)
       page = tessedit_page_number;
@@ -995,8 +996,8 @@ bool TessBaseAPI::ProcessPagesMultipageTiff(const l_uint8 *data,
     } else {
 #endif  // USE_OPENCL
       pix = (data) ?
-          pixReadMemTiff(data, size, page) :
-          pixReadTiff(filename, page);
+          pixReadMemFromMultipageTiff(data, size, &offset) :
+          pixReadFromMultipageTiff(filename, &offset);
 #ifdef USE_OPENCL
     }
 #endif  // USE_OPENCL
@@ -1010,6 +1011,7 @@ bool TessBaseAPI::ProcessPagesMultipageTiff(const l_uint8 *data,
     pixDestroy(&pix);
     if (!r) return false;
     if (tessedit_page_number >= 0) break;
+    if (!offset) break;
   }
   return true;
 #else
diff --git a/classify/mastertrainer.cpp b/classify/mastertrainer.cpp
index cd7e93b9f2..849fb06010 100644
--- a/classify/mastertrainer.cpp
+++ b/classify/mastertrainer.cpp
@@ -214,10 +214,14 @@ void MasterTrainer::AddSample(bool verification, const char* unichar,
 // Must be called after ReadTrainingSamples, as the current number of images
 // is used as an offset for page numbers in the samples.
 void MasterTrainer::LoadPageImages(const char* filename) {
+  size_t offset = 0;
   int page;
   Pix* pix;
-  for (page = 0; (pix = pixReadTiff(filename, page)) != NULL; ++page) {
+  for (page = 0; ; page++) {
+    pix = pixReadFromMultipageTiff(filename, &offset);
+    if (!pix) break;
     page_images_.push_back(pix);
+    if (!offset) break;
   }
   tprintf("Loaded %d page images from %s\n", page, filename);
 }