diff --git a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/parsing/PDFLinesTextStripper.java b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/parsing/PDFLinesTextStripper.java
index 2e493797..cb0ce7bc 100644
--- a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/parsing/PDFLinesTextStripper.java
+++ b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/parsing/PDFLinesTextStripper.java
@@ -216,7 +216,9 @@ public class PDFLinesTextStripper extends PDFTextStripper {
                 Rectangle2D rect = new Rectangle2D.Float((float) imageBounds.getX(), (float) imageBounds.getY(), (float) imageBounds
                         .getWidth(), (float) imageBounds.getHeight());
 
-                this.imageBounds.add(rect);
+                if(rect.getHeight() > 2 && rect.getWidth() > 2) {
+                    this.imageBounds.add(rect);
+                }
             }
         } catch (Exception e) {
             log.warn("Problem during image extraction: {}", e.getMessage());