| Package | Description |
|---|---|
| org.openimaj.knn | |
| org.openimaj.knn.approximate | |
| org.openimaj.knn.pq |
| Modifier and Type | Class and Description |
|---|---|
class |
ShortNearestNeighboursExact
Exact (brute-force) k-nearest-neighbour implementation.
|
| Modifier and Type | Method and Description |
|---|---|
ShortNearestNeighbours |
ShortNearestNeighboursProvider.getNearestNeighbours() |
| Modifier and Type | Class and Description |
|---|---|
class |
ShortNearestNeighboursKDTree
Fast Nearest-Neighbours for short data using an ensemble of Best-Bin-First KDTrees.
|
| Modifier and Type | Class and Description |
|---|---|
class |
IncrementalShortADCNearestNeighbours
Incremental Nearest-neighbours using Asymmetric Distance Computation (ADC)
on Product Quantised vectors.
|
class |
ShortADCNearestNeighbours
Nearest-neighbours using Asymmetric Distance Computation (ADC) on Product
Quantised vectors.
|
class |
ShortSDCNearestNeighbours
Nearest-neighbours using Symmetric Distance Computation (SDC) on Product
Quantised vectors.
|
| Modifier and Type | Field and Description |
|---|---|
protected ShortNearestNeighbours[] |
ShortProductQuantiser.assigners |
| Constructor and Description |
|---|
ShortProductQuantiser(ShortNearestNeighbours[] assigners)
Construct a
ShortProductQuantiser with the given
nearest-neighbour assigners. |