diff --git a/src/api/routes/algorithm_router.py b/src/api/routes/algorithm_router.py
index 4b040d6..5ea26d7 100644
--- a/src/api/routes/algorithm_router.py
+++ b/src/api/routes/algorithm_router.py
@@ -127,12 +127,9 @@ def process_feature_calculation(feature_id: int) -> bool:
         return False
 
 
-def process_pending_features() -> Dict[str, Any]:
+async def process_pending_features():
     """
-    处理所有待处理的人脸特征计算
-    
-    返回:
-        处理结果统计
+    异步处理所有待处理的人脸特征计算
     """
     try:
         with db_manager.get_session() as session:
@@ -164,46 +161,28 @@ def process_pending_features() -> Dict[str, Any]:
             logger.info(f"发现待处理特征: {total_pending}个, 超时特征: {total_timeout}个")
             
             # 处理超时记录
-            timeout_success = 0
             for feature in timeout_features:
                 feature.status = FeatureStatus.FAILED
                 feature.finish_time = datetime.now()
-                timeout_success += 1
             
             if timeout_features:
                 session.commit()
             
             # 处理待处理记录
             processed_count = 0
-            success_count = 0
             
             for feature in pending_features:
                 processed_count += 1
-                if process_feature_calculation(feature.id):
-                    success_count += 1
+                process_feature_calculation(feature.id)
                 
                 # 每处理10个记录输出一次进度
                 if processed_count % 10 == 0:
                     logger.info(f"处理进度: {processed_count}/{total_pending}")
             
-            return {
-                "total_pending": total_pending,
-                "total_timeout": total_timeout,
-                "processed_count": processed_count,
-                "success_count": success_count,
-                "timeout_handled": timeout_success
-            }
+            logger.info(f"特征计算处理完成: 共处理 {processed_count} 个特征")
             
     except Exception as e:
         logger.error(f"批量处理特征计算时发生异常: {str(e)}")
-        return {
-            "total_pending": 0,
-            "total_timeout": 0,
-            "processed_count": 0,
-            "success_count": 0,
-            "timeout_handled": 0,
-            "error": str(e)
-        }
 
 
 @router.post("/start-feature-calculation", summary="开始人脸特征计算")
@@ -220,13 +199,12 @@ async def start_feature_calculation(background_tasks: BackgroundTasks):
     返回处理结果统计
     """
     try:
-        # 在后台任务中处理，避免阻塞请求
-        result = process_pending_features()
+        # 在后台任务中异步处理，避免阻塞请求
+        background_tasks.add_task(process_pending_features)
         
         return {
             "success": True,
-            "message": "特征计算处理完成",
-            "data": result
+            "message": "收到特征值计算请求"
         }
         
     except Exception as e: