Systems and methods for dynamically classifying point cloud data points

A system comprising:

• one or more processors configured to:
• generate a model that differentiates between data point sets associated with a first material property and data point sets associated with a second material property, wherein each data point of the data point sets with the first material property or the second material property is defined with a plurality of elements for positional and non-positional characteristics of the data point, and wherein the model comprises a first set of relationships between a first set of the plurality of elements and the first material property, and a second set of relationships between a second set of the plurality of elements and the second material property;
• receive a point cloud comprising one or more data point sets;
• compare values for the first set of elements from the one or more data point sets against the first set of relationships in the model, and values for the second set of elements from the one or more data point sets against the second set of relationships in the model;
• assign the first material property to a particular data point set of the one or more data point sets in response to the values for the first set of elements from the particular data point set comprising a threshold amount of the first set of relationships;
• receive input for adjusting one or more elements of the particular data point set and a second data point set of the one or more data point sets from the point cloud by a first amount:
• adjust the one or more elements of the second data point set by the first amount in response to the input;
• determine a rule that is associated with the first material property and that modifies the first amount to a second amount;
• and
• adjust the one or more elements of the particular data point set by the second amount in response to the input, the particular set of data points being assigned the first material property, and the rule that is associated with the first material property.

A method comprising:

• generating a model that differentiates between data point sets associated with a first material property and data point sets associated with a second material property, wherein each data point of the data point sets associated with the first material property or the second material property is defined with a plurality of elements for positional and non-positional characteristics of the data point, and wherein the model comprises a first set of relationships between a first set of the plurality of elements and the first material property, and a second set of relationships between a second set of the plurality of elements and the second material property;
• receiving a point cloud comprising one or more data point sets;
• comparing values for the first set of elements from the one or more data point sets against the first set of relationships in the model, and values for the second set of elements from the one or more data point sets against the second set of relationships in the model;
• assigning the first material property to a particular data point set of the one or more data point sets in response to the values for the first set of elements from the particular data point set comprising a threshold amount of the first set of relationships;
• receiving input to adjust one or more elements of one or more data points from the particular data point set by a first amount;
• modifying the first amount to a second amount based on one or more of (i) the first material property associated with each data point of the particular data point set or (ii) a rule that is defined for the first material property and that applies to the one or more elements;
• and
• adjusting values of the one or more elements of the particular data point set by the second amount in response to the input.

A system comprising:

• one or more processors configured to:
• generate a model that differentiates between data point sets associated with a first material property and data point sets associated with a second material property, wherein each data point of the data point sets with the first material property or the second material property is defined with a plurality of elements for positional and non-positional characteristics of the data point, and wherein the model comprises a first set of relationships between a first set of the plurality of elements and the first material property, and a second set of relationships between a second set of the plurality of elements and the second material property;
• receive a point cloud comprising one or more data point sets;
• compare values for the first set of elements from the one or more data point sets against the first set of relationships in the model, and values for the second set of elements from the one or more data point sets against the second set of relationships in the model;
• assign the first material property to a particular data point set of the one or more data point sets in response to the values for the first set of elements from the particular data point set comprising a threshold amount of the first set of relationships;
• receive input to adjust one or more elements of one or more data points from the particular data point set by a first amount;
• modify the first amount to a second amount based on one or more of (i) the first material property associated with each data point of the particular data point set or (ii) a rule that is defined for the first material property and that applies to the one or more elements;
• and
• adjust values of the one or more elements of the particular data point set by the second amount in response to the input.