diff --git a/packages/g-base/src/abstract/container.ts b/packages/g-base/src/abstract/container.ts
index 7d3d4aa71..33d756e8c 100644
--- a/packages/g-base/src/abstract/container.ts
+++ b/packages/g-base/src/abstract/container.ts
@@ -90,38 +90,23 @@ abstract class Container extends Element implements IContainer {
     let maxX = -Infinity;
     let minY = Infinity;
     let maxY = -Infinity;
-    // 将可见的子元素筛选出来
-    const children = this.getChildren().filter((child) => child.get('visible'));
+    const xArr = [];
+    const yArr = [];
+    // 将可见元素、图形以及不为空的图形分组筛选出来，用于包围盒合并
+    const children = this.getChildren().filter(
+      (child) =>
+        child.get('visible') && (!child.isGroup() || (child.isGroup() && (child as IGroup).getChildren().length > 0))
+    );
     if (children.length > 0) {
       each(children, (child: IElement) => {
         const box = child.getBBox();
-        // 计算 4 个顶点
-        const leftTop = child.applyToMatrix([box.minX, box.minY, 1]);
-        const leftBottom = child.applyToMatrix([box.minX, box.maxY, 1]);
-        const rightTop = child.applyToMatrix([box.maxX, box.minY, 1]);
-        const rightBottom = child.applyToMatrix([box.maxX, box.maxY, 1]);
-        // 从中取最小的范围
-        const boxMinX = Math.min(leftTop[0], leftBottom[0], rightTop[0], rightBottom[0]);
-        const boxMaxX = Math.max(leftTop[0], leftBottom[0], rightTop[0], rightBottom[0]);
-        const boxMinY = Math.min(leftTop[1], leftBottom[1], rightTop[1], rightBottom[1]);
-        const boxMaxY = Math.max(leftTop[1], leftBottom[1], rightTop[1], rightBottom[1]);
-
-        if (boxMinX < minX) {
-          minX = boxMinX;
-        }
-
-        if (boxMaxX > maxX) {
-          maxX = boxMaxX;
-        }
-
-        if (boxMinY < minY) {
-          minY = boxMinY;
-        }
-
-        if (boxMaxY > maxY) {
-          maxY = boxMaxY;
-        }
+        xArr.push(box.minX, box.maxX);
+        yArr.push(box.minY, box.maxY);
       });
+      minX = Math.min.apply(null, xArr);
+      maxX = Math.max.apply(null, xArr);
+      minY = Math.min.apply(null, yArr);
+      maxY = Math.max.apply(null, yArr);
     } else {
       minX = 0;
       maxX = 0;
@@ -149,18 +134,16 @@ abstract class Container extends Element implements IContainer {
     let maxY = -Infinity;
     const xArr = [];
     const yArr = [];
-    const children = this.getChildren();
+    // 将可见元素、图形以及不为空的图形分组筛选出来，用于包围盒合并
+    const children = this.getChildren().filter(
+      (child) =>
+        child.get('visible') && (!child.isGroup() || (child.isGroup() && (child as IGroup).getChildren().length > 0))
+    );
     if (children.length > 0) {
       each(children, (child: IElement) => {
-        if (child.get('visible')) {
-          // 如果分组没有子元素，则直接跳过
-          if (child.isGroup() && child.get('children').length === 0) {
-            return true;
-          }
-          const box = child.getCanvasBBox();
-          xArr.push(box.minX, box.maxX);
-          yArr.push(box.minY, box.maxY);
-        }
+        const box = child.getCanvasBBox();
+        xArr.push(box.minX, box.maxX);
+        yArr.push(box.minY, box.maxY);
       });
       minX = Math.min.apply(null, xArr);
       maxX = Math.max.apply(null, xArr);
diff --git a/packages/g-canvas/tests/bugs/issue-407-spec.js b/packages/g-canvas/tests/bugs/issue-407-spec.js
index 04ba16ad2..98299b45d 100644
--- a/packages/g-canvas/tests/bugs/issue-407-spec.js
+++ b/packages/g-canvas/tests/bugs/issue-407-spec.js
@@ -12,7 +12,7 @@ describe('#407', () => {
     height: 400,
   });
 
-  it('bbox for container should not contain Infinity and -Infinity', () => {
+  it('bbox calculation should be correct for container', () => {
     // case 1: child is a empty group
     const group1 = canvas.addGroup();
     group1.addGroup();
@@ -84,5 +84,65 @@ describe('#407', () => {
       width: 10,
       height: 10,
     });
+
+    // case 4: a child is empty group and another child is not
+    const group = canvas.addGroup();
+    const subGroup1 = group.addGroup();
+    const subGroup2 = group.addGroup();
+
+    subGroup2.attr('matrix', [1, 0, 0, 0, 1, 0, 100, 100, 1]);
+
+    subGroup2.addShape('rect', {
+      attrs: {
+        fill: 'red',
+        stroke: 'blue',
+        lineWidth: 1,
+        height: 100,
+        width: 150,
+        x: -75,
+        y: -50,
+      },
+    });
+
+    expect(subGroup1.getBBox()).eqls({
+      x: 0,
+      y: 0,
+      minX: 0,
+      minY: 0,
+      maxX: 0,
+      maxY: 0,
+      width: 0,
+      height: 0,
+    });
+    expect(subGroup2.getBBox()).eqls({
+      x: -75.5,
+      y: -50.5,
+      minX: -75.5,
+      minY: -50.5,
+      maxX: 75.5,
+      maxY: 50.5,
+      width: 151,
+      height: 101,
+    });
+    expect(group.getBBox()).eqls({
+      x: -75.5,
+      y: -50.5,
+      minX: -75.5,
+      minY: -50.5,
+      maxX: 75.5,
+      maxY: 50.5,
+      width: 151,
+      height: 101,
+    });
+    expect(group.getCanvasBBox()).eqls({
+      x: 24.5,
+      y: 49.5,
+      minX: 24.5,
+      minY: 49.5,
+      maxX: 175.5,
+      maxY: 150.5,
+      width: 151,
+      height: 101,
+    });
   });
 });