deserialize_class_knnT_deserialize_class_knnDeserializeClassKnnDeserializeClassKnndeserialize_class_knn (Operator)

Name

deserialize_class_knnT_deserialize_class_knnDeserializeClassKnnDeserializeClassKnndeserialize_class_knn — Deserialize a serialized k-NN classifier.

Signature

deserialize_class_knn( : : SerializedItemHandle : KNNHandle)

Description

deserialize_class_knndeserialize_class_knnDeserializeClassKnnDeserializeClassKnnDeserializeClassKnndeserialize_class_knn deserializes a k-NN classifier (k-NN) (including its training samples), that was serialized by serialize_class_knnserialize_class_knnSerializeClassKnnSerializeClassKnnSerializeClassKnnserialize_class_knn (see fwrite_serialized_itemfwrite_serialized_itemFwriteSerializedItemFwriteSerializedItemFwriteSerializedItemfwrite_serialized_item for an introduction of the basic principle of serialization). The serialized k-NN classifier is defined by the handle SerializedItemHandleSerializedItemHandleSerializedItemHandleSerializedItemHandleserializedItemHandleserialized_item_handle. The deserialized values are stored in an automatically created k-NN classifier with the handle KNNHandleKNNHandleKNNHandleKNNHandleKNNHandleknnhandle.

Execution Information

Multithreading type: reentrant (runs in parallel with non-exclusive operators).
Multithreading scope: global (may be called from any thread).
Processed without parallelization.

Parameters

SerializedItemHandleSerializedItemHandleSerializedItemHandleSerializedItemHandleserializedItemHandleserialized_item_handle (input_control) serialized_item → (handle)

Handle of the serialized item.

KNNHandleKNNHandleKNNHandleKNNHandleKNNHandleknnhandle (output_control) class_knn → (handle)

Handle of the k-NN classifier.

Result

If the parameters are valid, the operator deserialize_class_knndeserialize_class_knnDeserializeClassKnnDeserializeClassKnnDeserializeClassKnndeserialize_class_knn returns the value TRUE. If necessary, an exception is raised.

Possible Predecessors

fread_serialized_itemfread_serialized_itemFreadSerializedItemFreadSerializedItemFreadSerializedItemfread_serialized_item, receive_serialized_itemreceive_serialized_itemReceiveSerializedItemReceiveSerializedItemReceiveSerializedItemreceive_serialized_item, serialize_class_knnserialize_class_knnSerializeClassKnnSerializeClassKnnSerializeClassKnnserialize_class_knn

Possible Successors

classify_class_knnclassify_class_knnClassifyClassKnnClassifyClassKnnClassifyClassKnnclassify_class_knn

Alternatives

serialize_class_knnserialize_class_knnSerializeClassKnnSerializeClassKnnSerializeClassKnnserialize_class_knn

References

Marius Muja, David G. Lowe: “Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration”; International Conference on Computer Vision Theory and Applications (VISAPP 09); 2009.

Module

Foundation

Operators