diff --git a/arm_compute/runtime/CL/functions/CLHOGMultiDetection.h b/arm_compute/runtime/CL/functions/CLHOGMultiDetection.h
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+/*
+ * Copyright (c) 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_CLHOGMULTIDETECTION_H__
+#define __ARM_COMPUTE_CLHOGMULTIDETECTION_H__
+
+#include "arm_compute/core/CL/ICLArray.h"
+#include "arm_compute/core/CL/ICLMultiHOG.h"
+#include "arm_compute/core/CL/kernels/CLHOGDescriptorKernel.h"
+#include "arm_compute/core/CPP/kernels/CPPDetectionWindowNonMaximaSuppressionKernel.h"
+#include "arm_compute/runtime/CL/CLTensor.h"
+#include "arm_compute/runtime/CL/functions/CLHOGDetector.h"
+#include "arm_compute/runtime/CL/functions/CLHOGGradient.h"
+#include "arm_compute/runtime/IFunction.h"
+
+namespace arm_compute
+{
+/** Basic function to detect multiple objects (or the same object at different scales) on the same input image using HOG. This function calls the following kernels:
+ *
+ * -# @ref CLHOGGradient
+ * -# @ref CLHOGOrientationBinningKernel
+ * -# @ref CLHOGBlockNormalizationKernel
+ * -# @ref CLHOGDetector
+ * -# @ref CPPDetectionWindowNonMaximaSuppressionKernel (executed if non_maxima_suppression == true)
+ *
+ * @note This implementation works if all the HOG data-objects within the IMultiHOG container have the same:
+ *       -# Phase type
+         -# Normalization type
+         -# L2 hysteresis threshold if the normalization type is L2HYS_NORM
+ *
+ */
+class CLHOGMultiDetection : public IFunction
+{
+public:
+    /** Default constructor */
+    CLHOGMultiDetection();
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    CLHOGMultiDetection(const CLHOGMultiDetection &) = delete;
+    /** Prevent instances of this class from being copied (As this class contains pointers) */
+    CLHOGMultiDetection &operator=(const CLHOGMultiDetection &) = delete;
+    /** Initialise the function's source, destination, detection window strides, border mode, threshold and non-maxima suppression
+     *
+     * @param[in, out] input                    Input tensor. Data type supported: U8
+     *                                          (Written to only for @p border_mode != UNDEFINED)
+     * @param[in]      multi_hog                Container of multiple HOG data object. Each HOG data object describes one HOG model to detect.
+     *                                          This container should store the HOG data-objects in descending or ascending cell_size width order.
+     *                                          This will help to understand if the HOG descriptor computation can be skipped for some HOG data-objects
+     * @param[out]     detection_windows        Array of @ref DetectionWindow used for locating the detected objects
+     * @param[in]      detection_window_strides Array of @ref Size2D used to specify the distance in pixels between 2 consecutive detection windows in x and y directions for each HOG data-object
+     *                                          The dimension of this array must be the same of multi_hog->num_models()
+     *                                          The i-th detection_window_stride of this array must be multiple of the block_stride stored in the i-th multi_hog array
+     * @param[in]      border_mode              Border mode to use.
+     * @param[in]      constant_border_value    (Optional) Constant value to use for borders if border_mode is set to CONSTANT.
+     * @param[in]      threshold                (Optional) Threshold for the distance between features and SVM classifying plane
+     * @param[in]      non_maxima_suppression   (Optional) Flag to specify whether the non-maxima suppression is required or not.
+     *                                          True if the non-maxima suppression stage has to be computed
+     * @param[in]      min_distance             (Optional) Radial Euclidean distance to use for the non-maxima suppression stage
+     *
+     */
+    void configure(ICLTensor *input, const ICLMultiHOG *multi_hog, ICLDetectionWindowArray *detection_windows, ICLSize2DArray *detection_window_strides, BorderMode border_mode,
+                   uint8_t constant_border_value = 0,
+                   float threshold = 0.0f, bool non_maxima_suppression = false, float min_distance = 1.0f);
+
+    // Inherited method overridden:
+    void run() override;
+
+private:
+    CLHOGGradient                                                 _gradient_kernel;
+    std::unique_ptr<CLHOGOrientationBinningKernel[]>              _orient_bin_kernel;
+    std::unique_ptr<CLHOGBlockNormalizationKernel[]>              _block_norm_kernel;
+    std::unique_ptr<CLHOGDetector[]>                              _hog_detect_kernel;
+    std::unique_ptr<CPPDetectionWindowNonMaximaSuppressionKernel> _non_maxima_kernel;
+    std::unique_ptr<CLTensor[]>                                   _hog_space;
+    std::unique_ptr<CLTensor[]>                                   _hog_norm_space;
+    ICLDetectionWindowArray                                      *_detection_windows;
+    CLTensor                                                      _mag;
+    CLTensor                                                      _phase;
+    bool                                                          _non_maxima_suppression;
+    size_t                                                        _num_orient_bin_kernel;
+    size_t                                                        _num_block_norm_kernel;
+    size_t                                                        _num_hog_detect_kernel;
+};
+}
+
+#endif /* __ARM_COMPUTE_CLHOGMULTIDETECTION_H__ */
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