diff --git a/folium/features.py b/folium/features.py
index 587f5e053b..9d8c171e53 100644
--- a/folium/features.py
+++ b/folium/features.py
@@ -48,8 +48,6 @@
     get_obj_in_upper_tree,
     image_to_url,
     javascript_identifier_path_to_array_notation,
-    none_max,
-    none_min,
     remove_empty,
     validate_locations,
 )
@@ -1086,39 +1084,61 @@ def render(self, **kwargs):
         super().render(**kwargs)
 
     def get_bounds(self) -> TypeBoundsReturn:
-        """
-        Computes the bounds of the object itself (not including it's children)
-        in the form [[lat_min, lon_min], [lat_max, lon_max]]
-
-        """
+        """Compute bounds of the selected TopoJSON object in latitude/longitude order."""
         if not self.embed:
             raise ValueError("Cannot compute bounds of non-embedded TopoJSON.")
 
-        xmin, xmax, ymin, ymax = None, None, None, None
-
-        for arc in self.data["arcs"]:
-            x, y = 0, 0
-            for dx, dy in arc:
-                x += dx
-                y += dy
-                xmin = none_min(x, xmin)
-                xmax = none_max(x, xmax)
-                ymin = none_min(y, ymin)
-                ymax = none_max(y, ymax)
-        return [
-            [
-                self.data["transform"]["translate"][1]
-                + self.data["transform"]["scale"][1] * ymin,  # noqa
-                self.data["transform"]["translate"][0]
-                + self.data["transform"]["scale"][0] * xmin,  # noqa
-            ],
-            [
-                self.data["transform"]["translate"][1]
-                + self.data["transform"]["scale"][1] * ymax,  # noqa
-                self.data["transform"]["translate"][0]
-                + self.data["transform"]["scale"][0] * xmax,  # noqa
-            ],
-        ]
+        transform = self.data.get("transform")
+        scale = transform["scale"] if transform else (1, 1)
+        translate = transform["translate"] if transform else (0, 0)
+        xmin = xmax = ymin = ymax = None
+
+        def include_point(x, y):
+            nonlocal xmin, xmax, ymin, ymax
+            x = translate[0] + scale[0] * x
+            y = translate[1] + scale[1] * y
+            xmin = x if xmin is None else min(x, xmin)
+            xmax = x if xmax is None else max(x, xmax)
+            ymin = y if ymin is None else min(y, ymin)
+            ymax = y if ymax is None else max(y, ymax)
+
+        def iter_arc_indices(value):
+            if isinstance(value, int):
+                yield value if value >= 0 else ~value
+            else:
+                for item in value:
+                    yield from iter_arc_indices(item)
+
+        def visit_coordinates(coordinates):
+            if not coordinates:
+                return
+            if isinstance(coordinates[0], (int, float)):
+                include_point(*coordinates[:2])
+            else:
+                for item in coordinates:
+                    visit_coordinates(item)
+
+        def visit_geometry(geometry):
+            for child in geometry.get("geometries", []):
+                visit_geometry(child)
+            for index in iter_arc_indices(geometry.get("arcs", [])):
+                x = y = 0
+                for dx, dy in self.data["arcs"][index]:
+                    if transform:
+                        x += dx
+                        y += dy
+                    else:
+                        x, y = dx, dy
+                    include_point(x, y)
+            if "coordinates" in geometry:
+                visit_coordinates(geometry["coordinates"])
+
+        geometry = self.data
+        for key in self.object_path.split("."):
+            geometry = geometry[key]
+        visit_geometry(geometry)
+
+        return [[ymin, xmin], [ymax, xmax]]
 
 
 class GeoJsonDetail(MacroElement):
diff --git a/tests/test_features.py b/tests/test_features.py
index e41e0e8337..8ced5097f8 100644
--- a/tests/test_features.py
+++ b/tests/test_features.py
@@ -86,6 +86,67 @@ def test_topojson_non_collection_geometry_detail(detail_type):
     assert "name" in map_.get_root().render()
 
 
+@pytest.fixture
+def topojson_bounds_data():
+    return {
+        "type": "Topology",
+        "objects": {
+            "near": {"type": "Polygon", "arcs": [[0]]},
+            "far": {"type": "Polygon", "arcs": [[1]]},
+        },
+        "arcs": [
+            [[0, 0], [2, 0], [0, 1], [-2, -1]],
+            [[100, 60], [2, 0], [0, 1], [-2, -1]],
+        ],
+        "transform": {"scale": [1, 1], "translate": [0, 0]},
+    }
+
+
+def test_topojson_bounds_use_selected_arcs(topojson_bounds_data):
+    near = folium.TopoJson(topojson_bounds_data, "objects.near")
+    far = folium.TopoJson(topojson_bounds_data, "objects.far")
+    assert near.get_bounds() == [[0, 0], [1, 2]]
+    assert far.get_bounds() == [[60, 100], [61, 102]]
+
+    map_ = folium.Map()
+    near.add_to(map_)
+    assert map_.get_bounds() == [[0, 0], [1, 2]]
+
+
+def test_topojson_bounds_reversed_arc(topojson_bounds_data):
+    topojson_bounds_data["objects"]["near"]["arcs"] = [[-2]]
+    layer = folium.TopoJson(topojson_bounds_data, "objects.near")
+    assert layer.get_bounds() == [[60, 100], [61, 102]]
+
+
+def test_topojson_bounds_mixed_geometry_collection(topojson_bounds_data):
+    topojson_bounds_data["objects"]["near"] = {
+        "type": "GeometryCollection",
+        "geometries": [
+            {"type": "Point", "coordinates": [4, 5]},
+            {"type": "Polygon", "arcs": [[0]]},
+        ],
+    }
+    layer = folium.TopoJson(topojson_bounds_data, "objects.near")
+    assert layer.get_bounds() == [[0, 0], [5, 4]]
+
+
+def test_topojson_bounds_negative_scale(topojson_bounds_data):
+    topojson_bounds_data["transform"] = {"scale": [-2, -3], "translate": [100, 200]}
+    layer = folium.TopoJson(topojson_bounds_data, "objects.near")
+    assert layer.get_bounds() == [[197, 96], [200, 100]]
+
+
+def test_topojson_bounds_absolute_arcs_without_transform():
+    data = {
+        "type": "Topology",
+        "objects": {"near": {"type": "LineString", "arcs": [0]}},
+        "arcs": [[[12.0, 7.0], [14.0, 9.0], [10.0, 8.0]]],
+    }
+    layer = folium.TopoJson(data, "objects.near")
+    assert layer.get_bounds() == [[7, 10], [9, 14]]
+
+
 @pytest.fixture
 def tmpl():
     yield ("""