diff --git a/src/bin/jp2/opj_decompress.c b/src/bin/jp2/opj_decompress.c
index 4b9583b7..7eeb0952 100644
--- a/src/bin/jp2/opj_decompress.c
+++ b/src/bin/jp2/opj_decompress.c
@@ -1571,17 +1571,6 @@ int main(int argc, char **argv)
             }
         }
 
-        /* FIXME? Shouldn't that situation be considered as an error of */
-        /* opj_decode() / opj_get_decoded_tile() ? */
-        if (image->comps[0].data == NULL) {
-            fprintf(stderr, "ERROR -> opj_decompress: no image data!\n");
-            opj_destroy_codec(l_codec);
-            opj_stream_destroy(l_stream);
-            opj_image_destroy(image);
-            failed = 1;
-            goto fin;
-        }
-
         tCumulative += opj_clock() - t;
         numDecompressedImages++;
 
diff --git a/src/lib/openjp2/j2k.c b/src/lib/openjp2/j2k.c
index 3d4aa0fc..14f6ff41 100644
--- a/src/lib/openjp2/j2k.c
+++ b/src/lib/openjp2/j2k.c
@@ -10642,6 +10642,42 @@ static OPJ_BOOL opj_j2k_allocate_tile_element_cstr_index(opj_j2k_t *p_j2k)
     return OPJ_TRUE;
 }
 
+static OPJ_BOOL opj_j2k_are_all_used_components_decoded(opj_j2k_t *p_j2k,
+        opj_event_mgr_t * p_manager)
+{
+    OPJ_UINT32 compno;
+    OPJ_BOOL decoded_all_used_components = OPJ_TRUE;
+
+    if (p_j2k->m_specific_param.m_decoder.m_numcomps_to_decode) {
+        for (compno = 0;
+                compno < p_j2k->m_specific_param.m_decoder.m_numcomps_to_decode; compno++) {
+            OPJ_UINT32 dec_compno =
+                p_j2k->m_specific_param.m_decoder.m_comps_indices_to_decode[compno];
+            if (p_j2k->m_output_image->comps[dec_compno].data == NULL) {
+                opj_event_msg(p_manager, EVT_WARNING, "Failed to decode component %d\n",
+                              dec_compno);
+                decoded_all_used_components = OPJ_FALSE;
+            }
+        }
+    } else {
+        for (compno = 0; compno < p_j2k->m_output_image->numcomps; compno++) {
+            if (p_j2k->m_output_image->comps[compno].data == NULL) {
+                opj_event_msg(p_manager, EVT_WARNING, "Failed to decode component %d\n",
+                              compno);
+                decoded_all_used_components = OPJ_FALSE;
+            }
+        }
+    }
+
+    if (decoded_all_used_components == OPJ_FALSE) {
+        opj_event_msg(p_manager, EVT_ERROR, "Failed to decode all used components\n");
+        return OPJ_FALSE;
+    }
+
+    return OPJ_TRUE;
+}
+
+
 static OPJ_BOOL opj_j2k_decode_tiles(opj_j2k_t *p_j2k,
                                      opj_stream_private_t *p_stream,
                                      opj_event_mgr_t * p_manager)
@@ -10753,6 +10789,10 @@ static OPJ_BOOL opj_j2k_decode_tiles(opj_j2k_t *p_j2k,
         }
     }
 
+    if (! opj_j2k_are_all_used_components_decoded(p_j2k, p_manager)) {
+        return OPJ_FALSE;
+    }
+
     return OPJ_TRUE;
 }
 
@@ -10881,6 +10921,10 @@ static OPJ_BOOL opj_j2k_decode_one_tile(opj_j2k_t *p_j2k,
 
     }
 
+    if (! opj_j2k_are_all_used_components_decoded(p_j2k, p_manager)) {
+        return OPJ_FALSE;
+    }
+
     return OPJ_TRUE;
 }