diff --git a/openapi_core/deserializing/parameters/factories.py b/openapi_core/deserializing/parameters/factories.py
index f937446f..3d87589c 100644
--- a/openapi_core/deserializing/parameters/factories.py
+++ b/openapi_core/deserializing/parameters/factories.py
@@ -1,3 +1,4 @@
+import re
 from functools import partial
 from typing import Dict
 
@@ -25,6 +26,7 @@ class ParameterDeserializersFactory:
         "simple": partial(split, separator=","),
         "spaceDelimited": partial(split, separator=" "),
         "pipeDelimited": partial(split, separator="|"),
+        "deepObject": partial(re.split, pattern=r"\[|\]"),
     }
 
     def create(self, param_or_header: Spec) -> BaseParameterDeserializer:
diff --git a/openapi_core/schema/parameters.py b/openapi_core/schema/parameters.py
index 30195c67..45baf229 100644
--- a/openapi_core/schema/parameters.py
+++ b/openapi_core/schema/parameters.py
@@ -1,3 +1,4 @@
+import re
 from typing import Any
 from typing import Dict
 from typing import Optional
@@ -53,16 +54,39 @@ def get_value(
 ) -> Any:
     """Returns parameter/header value from specific location"""
     name = name or param_or_header["name"]
+    style = get_style(param_or_header)
 
     if name not in location:
-        raise KeyError
+        # Only check if the name is not in the location if the style of
+        # the param is deepObject,this is because deepObjects will never be found
+        # as their key also includes the properties of the object already.
+        if style != "deepObject":
+            raise KeyError
+        keys_str = " ".join(location.keys())
+        if not re.search(rf"{name}\[\w+\]", keys_str):
+            raise KeyError
 
     aslist = get_aslist(param_or_header)
     explode = get_explode(param_or_header)
     if aslist and explode:
+        if style == "deepObject":
+            return get_deep_object_value(location, name)
         if isinstance(location, SuportsGetAll):
             return location.getall(name)
         if isinstance(location, SuportsGetList):
             return location.getlist(name)
 
     return location[name]
+
+
+def get_deep_object_value(
+    location: Union[Headers, Dict[str, Any]],
+    name: Optional[str] = None,
+) -> Dict[str, Any]:
+    values = {}
+    for key, value in location.items():
+        # Split the key from the brackets.
+        key_split = re.split(pattern=r"\[|\]", string=key)
+        if key_split[0] == name:
+            values[key_split[1]] = value
+    return values
diff --git a/tests/integration/validation/test_validators.py b/tests/integration/validation/test_validators.py
index 220d3ede..4bb00c0e 100644
--- a/tests/integration/validation/test_validators.py
+++ b/tests/integration/validation/test_validators.py
@@ -28,7 +28,6 @@
 
 
 class TestRequestValidator:
-
     host_url = "http://petstore.swagger.io"
 
     api_key = "12345"
@@ -528,9 +527,45 @@ def test_request_override_param_uniqueness(self, spec, spec_dict):
         assert result.body is None
         assert result.parameters == Parameters()
 
+    def test_request_object_deep_object_params(self, spec, spec_dict):
+        # override path parameter on operation
+        spec_dict["paths"]["/resource"]["parameters"] = [
+            {
+                # full valid parameter object required
+                "name": "paramObj",
+                "in": "query",
+                "required": True,
+                "schema": {
+                    "type": "object",
+                    "properties": {
+                        "count": {"type": "integer"},
+                        "name": {"type": "string"},
+                    },
+                },
+                "explode": True,
+                "style": "deepObject",
+            }
+        ]
+
+        request = MockRequest(
+            "http://example.com",
+            "get",
+            "/resource",
+            args={"paramObj[count]": 2, "paramObj[name]": "John"},
+        )
+        result = openapi_request_validator.validate(
+            spec, request, base_url="http://example.com"
+        )
+
+        assert len(result.errors) == 0
+        assert result.body is None
+        assert len(result.parameters.query) == 1
+        assert is_dataclass(result.parameters.query["paramObj"])
+        assert result.parameters.query["paramObj"].count == 2
+        assert result.parameters.query["paramObj"].name == "John"
 
-class TestResponseValidator:
 
+class TestResponseValidator:
     host_url = "http://petstore.swagger.io"
 
     @pytest.fixture

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