// Copyright 2017 The goimagehash Authors. All rights reserved. // Use of this source code is governed by a BSD-style // license that can be found in the LICENSE file. package goimagehash import ( "errors" "image" "github.com/corona10/goimagehash/etcs" "github.com/corona10/goimagehash/transforms" "github.com/nfnt/resize" ) // AverageHash fuction returns a hash computation of average hash. // Implementation follows // http://www.hackerfactor.com/blog/index.php?/archives/432-Looks-Like-It.html func AverageHash(img image.Image) (*ImageHash, error) { if img == nil { return nil, errors.New("Image object can not be nil.") } // Create 64bits hash. ahash := NewImageHash(0, AHash) resized := resize.Resize(8, 8, img, resize.Bilinear) pixels := transforms.Rgb2Gray(resized) flattens := transforms.FlattenPixels(pixels, 8, 8) avg := etcs.MeanOfPixels(flattens) for idx, p := range flattens { if p > avg { ahash.leftShiftSet(len(flattens) - idx - 1) } } return ahash, nil } // DifferenceHash function returns a hash computation of difference hash. // Implementation follows // http://www.hackerfactor.com/blog/?/archives/529-Kind-of-Like-That.html func DifferenceHash(img image.Image) (*ImageHash, error) { if img == nil { return nil, errors.New("Image object can not be nil.") } dhash := NewImageHash(0, DHash) resized := resize.Resize(9, 8, img, resize.Bilinear) pixels := transforms.Rgb2Gray(resized) idx := 0 for i := 0; i < len(pixels); i++ { for j := 0; j < len(pixels[i])-1; j++ { if pixels[i][j] < pixels[i][j+1] { dhash.leftShiftSet(64 - idx - 1) } idx++ } } return dhash, nil } // PerceptionHash function returns a hash computation of phash. // Implementation follows // http://www.hackerfactor.com/blog/index.php?/archives/432-Looks-Like-It.html func PerceptionHash(img image.Image) (*ImageHash, error) { if img == nil { return nil, errors.New("Image object can not be nil") } phash := NewImageHash(0, PHash) resized := resize.Resize(64, 64, img, resize.Bilinear) pixels := transforms.Rgb2Gray(resized) dct := transforms.DCT2D(pixels, 64, 64) flattens := transforms.FlattenPixels(dct, 8, 8) median := etcs.MedianOfPixels(flattens) for idx, p := range flattens { if p > median { phash.leftShiftSet(len(flattens) - idx - 1) } } return phash, nil } // PerceptionHashExtend function returns phash of which the size can be set larger than uint64 // Some variable name refer to https://github.com/JohannesBuchner/imagehash/blob/master/imagehash/__init__.py // Support 64bits phash (hashSize=8) and 256bits phash (hashSize=16) func PerceptionHashExtend(img image.Image, hashSize int) (*ExtImageHash, error) { if img == nil { return nil, errors.New("Image object can not be nil") } var phash []uint64 imgSize := hashSize * hashSize resized := resize.Resize(uint(imgSize), uint(imgSize), img, resize.Bilinear) pixels := transforms.Rgb2Gray(resized) dct := transforms.DCT2D(pixels, imgSize, imgSize) flattens := transforms.FlattenPixels(dct, hashSize, hashSize) median := etcs.MedianOfPixels(flattens) lenOfUnit := 64 if imgSize%lenOfUnit == 0 { phash = make([]uint64, imgSize/lenOfUnit) } else { phash = make([]uint64, imgSize/lenOfUnit+1) } for idx, p := range flattens { indexOfArray := idx / lenOfUnit indexOfBit := lenOfUnit - idx%lenOfUnit - 1 if p > median { phash[indexOfArray] |= 1 << uint(indexOfBit) } } return NewExtImageHash(phash, PHash), nil } // AverageHashExtend function returns ahash of which the size can be set larger than uint64 // Support 64bits ahash (hashSize=8) and 256bits ahash (hashSize=16) func AverageHashExtend(img image.Image, hashSize int) (*ExtImageHash, error) { if img == nil { return nil, errors.New("Image object can not be nil") } var ahash []uint64 imgSize := hashSize * hashSize resized := resize.Resize(uint(hashSize), uint(hashSize), img, resize.Bilinear) pixels := transforms.Rgb2Gray(resized) flattens := transforms.FlattenPixels(pixels, hashSize, hashSize) avg := etcs.MeanOfPixels(flattens) lenOfUnit := 64 if imgSize%lenOfUnit == 0 { ahash = make([]uint64, imgSize/lenOfUnit) } else { ahash = make([]uint64, imgSize/lenOfUnit+1) } for idx, p := range flattens { indexOfArray := idx / lenOfUnit indexOfBit := lenOfUnit - idx%lenOfUnit - 1 if p > avg { ahash[indexOfArray] |= 1 << uint(indexOfBit) } } return NewExtImageHash(ahash, AHash), nil } // DifferenceHashExtend function returns dhash of which the size can be set larger than uint64 // Support 64bits dhash (hashSize=8) and 256bits dhash (hashSize=16) func DifferenceHashExtend(img image.Image, hashSize int) (*ExtImageHash, error) { if img == nil { return nil, errors.New("Image object can not be nil") } var dhash []uint64 imgSize := hashSize * hashSize resized := resize.Resize(uint(hashSize)+1, uint(hashSize), img, resize.Bilinear) pixels := transforms.Rgb2Gray(resized) lenOfUnit := 64 if imgSize%lenOfUnit == 0 { dhash = make([]uint64, imgSize/lenOfUnit) } else { dhash = make([]uint64, imgSize/lenOfUnit+1) } idx := 0 for i := 0; i < len(pixels); i++ { for j := 0; j < len(pixels[i])-1; j++ { indexOfArray := idx / lenOfUnit indexOfBit := lenOfUnit - idx%lenOfUnit - 1 if pixels[i][j] < pixels[i][j+1] { dhash[indexOfArray] |= 1 << uint(indexOfBit) } idx++ } } return NewExtImageHash(dhash, DHash), nil }