diff --git a/src/rest.cpp b/src/rest.cpp
index 8a7c985e7..a8f8e753c 100644
--- a/src/rest.cpp
+++ b/src/rest.cpp
@@ -17,7 +17,6 @@
 #include "version.h"
 
 #include <boost/algorithm/string.hpp>
-#include <boost/dynamic_bitset.hpp>
 
 #include <univalue.h>
 
@@ -502,7 +501,8 @@ static bool rest_getutxos(HTTPRequest* req, const std::string& strURIPart)
     vector<unsigned char> bitmap;
     vector<CCoin> outs;
     std::string bitmapStringRepresentation;
-    boost::dynamic_bitset<unsigned char> hits(vOutPoints.size());
+    std::vector<bool> hits;
+    bitmap.resize((vOutPoints.size() + 7) / 8);
     {
         LOCK2(cs_main, mempool.cs);
 
@@ -518,10 +518,11 @@ static bool rest_getutxos(HTTPRequest* req, const std::string& strURIPart)
         for (size_t i = 0; i < vOutPoints.size(); i++) {
             CCoins coins;
             uint256 hash = vOutPoints[i].hash;
+            bool hit = false;
             if (view.GetCoins(hash, coins)) {
                 mempool.pruneSpent(hash, coins);
                 if (coins.IsAvailable(vOutPoints[i].n)) {
-                    hits[i] = true;
+                    hit = true;
                     // Safe to index into vout here because IsAvailable checked if it's off the end of the array, or if
                     // n is valid but points to an already spent output (IsNull).
                     CCoin coin;
@@ -533,10 +534,11 @@ static bool rest_getutxos(HTTPRequest* req, const std::string& strURIPart)
                 }
             }
 
-            bitmapStringRepresentation.append(hits[i] ? "1" : "0"); // form a binary string representation (human-readable for json output)
+            hits.push_back(hit);
+            bitmapStringRepresentation.append(hit ? "1" : "0"); // form a binary string representation (human-readable for json output)
+            bitmap[i / 8] |= ((uint8_t)hit) << (i % 8);
         }
     }
-    boost::to_block_range(hits, std::back_inserter(bitmap));
 
     switch (rf) {
     case RF_BINARY: {