kornia-3d 0.1.14

3d point cloud processing library
Documentation
use serde::Deserialize;

use super::PlyError;

/// Supported PLY properties.
#[derive(Debug, PartialEq)]
pub enum PlyType {
    /// OpenSplat format
    OpenSplat,
    /// XYZRgbNormals format
    XYZRgbNormals,
}

/// Trait to represent the PLY property.
pub trait PlyPropertyTrait {
    /// Convert the property to a point.
    fn to_point(&self) -> [f64; 3];

    /// Convert the property to a color.
    fn to_color(&self) -> [u8; 3];

    /// Convert the property to a normal.
    fn to_normal(&self) -> [f64; 3];
}

/// Header of the XYZRgbNormals PLY file format.
///
/// Contains points, colors, and normals.
#[repr(C, packed)]
#[derive(Debug, Deserialize, bincode::Decode)]
pub struct XYZRgbNormalsProperty {
    /// x coordinate
    pub x: f32,
    /// y coordinate
    pub y: f32,
    /// z coordinate
    pub z: f32,
    /// red color
    pub red: u8,
    /// green color
    pub green: u8,
    /// blue color
    pub blue: u8,
    /// normal x coordinate
    pub nx: f32,
    /// normal y coordinate
    pub ny: f32,
    /// normal z coordinate
    pub nz: f32,
}

impl PlyPropertyTrait for XYZRgbNormalsProperty {
    fn to_point(&self) -> [f64; 3] {
        [self.x as f64, self.y as f64, self.z as f64]
    }

    fn to_color(&self) -> [u8; 3] {
        [self.red, self.green, self.blue]
    }

    fn to_normal(&self) -> [f64; 3] {
        [self.nx as f64, self.ny as f64, self.nz as f64]
    }
}

/// Header of the OpenSplat PLY file format.
/// REF: <https://github.com/pierotofy/OpenSplat>
#[repr(C, packed)]
#[derive(Debug, Deserialize, bincode::Decode)]
pub struct OpenSplatProperty {
    /// x coordinate
    pub x: f32,
    /// y coordinate
    pub y: f32,
    /// z coordinate
    pub z: f32,
    /// normal x coordinate
    pub nx: f32,
    /// normal y coordinate
    pub ny: f32,
    /// normal z coordinate
    pub nz: f32,
    /// red color
    pub f_dc_0: f32,
    /// green color
    pub f_dc_1: f32,
    /// blue color
    pub f_dc_2: f32,
    /// rest 0
    pub f_rest_0: f32,
    /// rest 1
    pub f_rest_1: f32,
    /// rest 2
    pub f_rest_2: f32,
    /// rest 3
    pub f_rest_3: f32,
    /// rest 4
    pub f_rest_4: f32,
    /// rest 5
    pub f_rest_5: f32,
    /// rest 6
    pub f_rest_6: f32,
    /// rest 7
    pub f_rest_7: f32,
    /// rest 8
    pub f_rest_8: f32,
    /// rest 9
    pub f_rest_9: f32,
    /// rest 10
    pub f_rest_10: f32,
    /// rest 11
    pub f_rest_11: f32,
    /// rest 12
    pub f_rest_12: f32,
    /// rest 13
    pub f_rest_13: f32,
    /// rest 14
    pub f_rest_14: f32,
    /// rest 15
    pub f_rest_15: f32,
    /// rest 16
    pub f_rest_16: f32,
    /// rest 17
    pub f_rest_17: f32,
    /// rest 18
    pub f_rest_18: f32,
    /// rest 19
    pub f_rest_19: f32,
    /// rest 20
    pub f_rest_20: f32,
    /// rest 21
    pub f_rest_21: f32,
    /// rest 22
    pub f_rest_22: f32,
    /// rest 23
    pub f_rest_23: f32,
    /// rest 24
    pub f_rest_24: f32,
    /// rest 25
    pub f_rest_25: f32,
    /// rest 26
    pub f_rest_26: f32,
    /// rest 27
    pub f_rest_27: f32,
    /// rest 28
    pub f_rest_28: f32,
    /// rest 29
    pub f_rest_29: f32,
    /// rest 30
    pub f_rest_30: f32,
    /// rest 31
    pub f_rest_31: f32,
    /// rest 32
    pub f_rest_32: f32,
    /// rest 33
    pub f_rest_33: f32,
    /// rest 34
    pub f_rest_34: f32,
    /// rest 35
    pub f_rest_35: f32,
    /// rest 36
    pub f_rest_36: f32,
    /// rest 37
    pub f_rest_37: f32,
    /// rest 38
    pub f_rest_38: f32,
    /// rest 39
    pub f_rest_39: f32,
    /// rest 40
    pub f_rest_40: f32,
    /// rest 41
    pub f_rest_41: f32,
    /// rest 42
    pub f_rest_42: f32,
    /// rest 43
    pub f_rest_43: f32,
    /// rest 44
    pub f_rest_44: f32,
    /// opacity
    pub opacity: f32,
    /// scale 0
    pub scale_0: f32,
    /// scale 1
    pub scale_1: f32,
    /// scale 2
    pub scale_2: f32,
    /// rot 0
    pub rot_0: f32,
    /// rot 1
    pub rot_1: f32,
    /// rot 2
    pub rot_2: f32,
    /// rot 3
    pub rot_3: f32,
}

impl PlyPropertyTrait for OpenSplatProperty {
    fn to_point(&self) -> [f64; 3] {
        [self.x as f64, self.y as f64, self.z as f64]
    }

    fn to_color(&self) -> [u8; 3] {
        [
            (self.f_dc_0 * 255.0) as u8,
            (self.f_dc_1 * 255.0) as u8,
            (self.f_dc_2 * 255.0) as u8,
        ]
    }

    fn to_normal(&self) -> [f64; 3] {
        [self.nx as f64, self.ny as f64, self.nz as f64]
    }
}

/// Enum to represent the PLY property.
#[derive(Debug)]
pub enum PlyProperty {
    /// OpenSplat property
    /// NOTE: it's in a box to satisfy clippy::large_enum_variant
    OpenSplat(Box<OpenSplatProperty>),
    /// XYZRgbNormals property
    XYZRgbNormals(XYZRgbNormalsProperty),
}

impl PlyType {
    /// Deserialize the property from the buffer.
    pub fn deserialize(&self, buffer: &[u8]) -> Result<PlyProperty, PlyError> {
        match self {
            PlyType::OpenSplat => {
                let (property, _): (OpenSplatProperty, usize) =
                    bincode::decode_from_slice(buffer, bincode::config::standard())?;
                Ok(PlyProperty::OpenSplat(Box::new(property)))
            }
            PlyType::XYZRgbNormals => {
                let (property, _): (XYZRgbNormalsProperty, usize) =
                    bincode::decode_from_slice(buffer, bincode::config::standard())?;
                Ok(PlyProperty::XYZRgbNormals(property))
            }
        }
    }

    /// Get the size of the property.
    pub fn size_of(&self) -> usize {
        match self {
            PlyType::OpenSplat => std::mem::size_of::<OpenSplatProperty>(),
            PlyType::XYZRgbNormals => std::mem::size_of::<XYZRgbNormalsProperty>(),
        }
    }
}

impl PlyPropertyTrait for PlyProperty {
    fn to_point(&self) -> [f64; 3] {
        match self {
            PlyProperty::OpenSplat(property) => property.to_point(),
            PlyProperty::XYZRgbNormals(property) => property.to_point(),
        }
    }

    fn to_color(&self) -> [u8; 3] {
        match self {
            PlyProperty::OpenSplat(property) => property.to_color(),
            PlyProperty::XYZRgbNormals(property) => property.to_color(),
        }
    }

    fn to_normal(&self) -> [f64; 3] {
        match self {
            PlyProperty::OpenSplat(property) => property.to_normal(),
            PlyProperty::XYZRgbNormals(property) => property.to_normal(),
        }
    }
}