refactor into modules
This commit is contained in:
@@ -1,4 +1,5 @@
|
||||
use image_similarity::descriptors::{Descriptor, DCT};
|
||||
//use image_similarity::descriptors::dct::DCT;
|
||||
use image_similarity::descriptors::{DCT, Descriptor};
|
||||
use std::env;
|
||||
use base64::{engine::general_purpose::URL_SAFE_NO_PAD, Engine as _};
|
||||
|
||||
|
||||
@@ -1,10 +1,11 @@
|
||||
use image_similarity::descriptors::{Descriptor, Median};
|
||||
use image_similarity::descriptors;
|
||||
use image_similarity::descriptors::Descriptor;
|
||||
use std::collections::HashMap;
|
||||
use std::fs;
|
||||
|
||||
fn main() {
|
||||
//Init all descriptors:
|
||||
let desc = Median;
|
||||
let desc = descriptors::dct::DCT::new();
|
||||
|
||||
//Initialize hashmap, empty or from cached file:
|
||||
let count = fs::read_dir("img").unwrap().count();
|
||||
|
||||
@@ -1,77 +1,13 @@
|
||||
use image::{save_buffer, GenericImageView};
|
||||
use std::f64::consts::{PI, SQRT_2};
|
||||
|
||||
pub trait Descriptor {
|
||||
fn info(&self) -> String {
|
||||
"Descriptor".to_string()
|
||||
}
|
||||
fn resize(&self, img: image::DynamicImage) -> image::DynamicImage {
|
||||
img.grayscale().thumbnail_exact(8, 8)
|
||||
}
|
||||
fn describe(&self, img: image::DynamicImage) -> u64;
|
||||
fn distance(&self, a: u64, b: u64) -> u64 {
|
||||
(a^b).count_ones().into()
|
||||
}
|
||||
}
|
||||
|
||||
fn median64<T: Ord + Copy>(values: &[T]) -> T {
|
||||
let mut sorted_values = values.to_vec();
|
||||
sorted_values.sort();
|
||||
let len = sorted_values.len();
|
||||
sorted_values[len/2]
|
||||
}
|
||||
|
||||
pub struct Median;
|
||||
|
||||
impl Descriptor for Median {
|
||||
fn describe(&self, img: image::DynamicImage) -> u64 {
|
||||
let img = self.resize(img);
|
||||
let mut values: [u8; 64] = [0; 64];
|
||||
let mut i: usize = 0;
|
||||
for (_, _, pix) in img.pixels() {
|
||||
values[i] = pix[0];
|
||||
i = i+1;
|
||||
}
|
||||
let median = median64(&values);
|
||||
let mut mask: u64 = 0;
|
||||
img.save("debug.png").unwrap();
|
||||
for (_, _, pix) in img.pixels() {
|
||||
if pix[0] > median {
|
||||
mask += 1;
|
||||
}
|
||||
mask = mask << 1;
|
||||
}
|
||||
mask
|
||||
}
|
||||
}
|
||||
use crate::descriptors::{Descriptor, print_matrix, DCT};
|
||||
|
||||
/// A struct representing a Discrete Cosine Transform descriptor
|
||||
/// Transforms an image into an 8x8 grayscale version, and transforms it
|
||||
/// into the frequency domain
|
||||
pub struct DCT {
|
||||
quantization_matrix: [u8; 64],
|
||||
}
|
||||
|
||||
|
||||
/// Interprets a 64-element array as an 8x8 matrix
|
||||
/// returns a nicely printable string
|
||||
fn print_matrix<T: ToString>(array: [T; 64]) -> String {
|
||||
let mut output = String::new();
|
||||
for x in 0..8 {
|
||||
for y in 0..8 {
|
||||
output.push_str(&array[x*8+y].to_string());
|
||||
output.push_str(",\t");
|
||||
}
|
||||
output.push('\n');
|
||||
}
|
||||
output
|
||||
}
|
||||
|
||||
|
||||
// Define S such that if (Q < 50), then S = 5000/Q, else S = 200 – 2*Q.
|
||||
// The output quantization matrix Ts[i,j] at each location of row i and column j is such that
|
||||
// Ts[i,j] = floor((S * Tb[i,j] + 50) / 100)
|
||||
|
||||
// pub struct DCT {
|
||||
// quantization_matrix: [u8; 64],
|
||||
// }
|
||||
|
||||
impl DCT {
|
||||
pub fn new() -> DCT {
|
||||
@@ -196,4 +132,4 @@ impl Descriptor for DCT {
|
||||
}
|
||||
mask
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,64 @@
|
||||
pub trait Descriptor {
|
||||
fn info(&self) -> String {
|
||||
"Descriptor".to_string()
|
||||
}
|
||||
fn resize(&self, img: image::DynamicImage) -> image::DynamicImage {
|
||||
img.grayscale().thumbnail_exact(8, 8)
|
||||
}
|
||||
fn describe(&self, img: image::DynamicImage) -> u64;
|
||||
fn distance(&self, a: u64, b: u64) -> u64 {
|
||||
(a^b).count_ones().into()
|
||||
}
|
||||
}
|
||||
|
||||
/// Interprets a 64-element array as an 8x8 matrix
|
||||
/// returns a nicely printable string
|
||||
fn print_matrix<T: ToString>(array: [T; 64]) -> String {
|
||||
let mut output = String::new();
|
||||
for x in 0..8 {
|
||||
for y in 0..8 {
|
||||
output.push_str(&array[x*8+y].to_string());
|
||||
output.push_str(",\t");
|
||||
}
|
||||
output.push('\n');
|
||||
}
|
||||
output
|
||||
}
|
||||
|
||||
pub struct DCT {
|
||||
quantization_matrix: [u8; 64],
|
||||
}
|
||||
|
||||
pub mod dct;
|
||||
|
||||
// fn median64<T: Ord + Copy>(values: &[T]) -> T {
|
||||
// let mut sorted_values = values.to_vec();
|
||||
// sorted_values.sort();
|
||||
// let len = sorted_values.len();
|
||||
// sorted_values[len/2]
|
||||
// }
|
||||
|
||||
|
||||
// pub struct Median;
|
||||
|
||||
// impl Descriptor for Median {
|
||||
// fn describe(&self, img: image::DynamicImage) -> u64 {
|
||||
// let img = self.resize(img);
|
||||
// let mut values: [u8; 64] = [0; 64];
|
||||
// let mut i: usize = 0;
|
||||
// for (_, _, pix) in img.pixels() {
|
||||
// values[i] = pix[0];
|
||||
// i = i+1;
|
||||
// }
|
||||
// let median = median64(&values);
|
||||
// let mut mask: u64 = 0;
|
||||
// img.save("debug.png").unwrap();
|
||||
// for (_, _, pix) in img.pixels() {
|
||||
// if pix[0] > median {
|
||||
// mask += 1;
|
||||
// }
|
||||
// mask = mask << 1;
|
||||
// }
|
||||
// mask
|
||||
// }
|
||||
// }
|
||||
Reference in New Issue
Block a user