find out whether a given point is inside or outside a given polyhedron in matlab

To determine whether a given point is inside or outside a given polyhedron in Matlab, we can use the intersection function to check how many times a ray starting from the point intersects with the faces of the polyhedron. If the number of intersections is odd, the point is inside the polyhedron; if it is even, the point is outside.

Here's the code to do that:

main.m
function flag = is_inside_polyhedron(point, vertices, faces)
    % Determine whether a point is inside a polyhedron.
    % point: 3x1 vector of the point coordinates.
    % vertices: Nx3 matrix of the polyhedron vertices coordinates.
    % faces: Mx3 matrix of the polyhedron faces, where each row
    %        contains the indices of the vertices that form the face.

    % Initialize flag to outside.
    flag = false;

    % Check each face of the polyhedron.
    for i = 1:size(faces, 1)
        % Get the vertices of the face.
        face_vertices = vertices(faces(i,:), :);

        % Compute the normal vector to the face.
        normal = cross(face_vertices(2,:) - face_vertices(1,:), ...
                       face_vertices(3,:) - face_vertices(1,:));

        % Compute the distance from the face to the point.
        d = dot(normal, point - face_vertices(1,:));

        % If the distance is positive, the point is outside the polyhedron.
        if d > 0
            continue
        end

        % Compute the intersection of the ray with the face.
        t = -dot(normal, point - face_vertices(1,:)) / dot(normal, normal);

        % If the intersection is behind the point, the point is outside
        % the polyhedron.
        if t < 0
            continue
        end

        % Compute the coordinates of the intersection point.
        intersection = point + t*(point - face_vertices(1,:));

        % Find the edges of the face.
        edges = [face_vertices; face_vertices(1,:)];
        d = zeros(size(edges, 1) - 1, 1);

        % Compute the distances from the intersection point to each edge.
        for j = 1:size(edges, 1)-1
            d(j) = norm(cross(edges(j+1,:) - edges(j,:), ...
                              intersection - edges(j,:)));
        end

        % If the point is on the edge, consider it inside the polyhedron.
        if any(d < eps)
            flag = true;
            return
        end        

        % If the number of intersections is odd, the point is inside
        % the polyhedron.
        if mod(nnz(t > 0 & t < 1), 2) == 1
            flag = true;
            return
        end
    end
end
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The function takes three inputs: the coordinates of the point, the vertices of the polyhedron, and the faces of the polyhedron. It returns a flag that indicates whether the point is inside or outside the polyhedron.

Note that the code assumes that the faces of the polyhedron are triangles. If the polyhedron is composed of polygons with more than three vertices, the code needs to be modified accordingly.

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