diff --git a/arm_compute/runtime/MultiHOG.h b/arm_compute/runtime/MultiHOG.h
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+/*
+ * Copyright (c) 2016, 2017 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#ifndef __ARM_COMPUTE_MULTIHOG_H__
+#define __ARM_COMPUTE_MULTIHOG_H__
+
+#include "arm_compute/core/Helpers.h"
+#include "arm_compute/core/IMultiHOG.h"
+#include "arm_compute/core/Types.h"
+#include "arm_compute/runtime/HOG.h"
+
+#include <memory>
+
+namespace arm_compute
+{
+/** CPU implementation of multi HOG data-object */
+class MultiHOG : public IMultiHOG
+{
+public:
+    /** Constructor
+     *
+     * @param[in] num_models Number of HOG data objects to contain
+     *
+     */
+    MultiHOG(size_t num_models);
+
+    // Inherited methods overridden:
+    size_t num_models() const override;
+    IHOG *model(size_t index) override;
+    const IHOG *model(size_t index) const override;
+
+private:
+    size_t                 _num_models;
+    std::unique_ptr<HOG[]> _model;
+};
+}
+
+#endif /* __ARM_COMPUTE_MULTIHOG_H__ */