Thanks to the success of deep learning, hashing has recently evolved as a leading method for large-scale image retrieval. Most existing methods use last layer extract semantic information from input image. However, these have deficiencies because features extracted lack local information, which might impact global system’s performance. To this end, Deep Feature Pyramid Hashing DFPH is proposed ...