Reducing artifacts with custom resampling filters
At a glance
| Item | Summary |
|---|---|
| Purpose | Implement custom linear interpolation to prevent the ringing effects associated with scaling an image with the default Lanczos algorithm. |
| App architecture | A Swift sample with the source-visible chain CustomResamplingApp → ContentView → CustomResamplingEngine → Accelerate APIs. |
| Main patterns | SwiftUI environment injection |
| Project style | 3 scanned source file(s) across Swift, organized around ranked entry, type, and file boundaries. |
Project structure
Source bundle/
├── CustomResampling/
│ ├── CustomResamplingApp.swift
│ ├── CustomResamplingEngine.swift
│ ├── ContentView.swift
│ └── CustomResampling.entitlements
├── Configuration/
│ └── SampleCode.xcconfig
└── vImage-Custom-Resampling.xcodeproj/
├── .xcodesamplecode.plist
└── project.pbxproj
Structure observations
- Architecturally prominent files are ranked from entry points and role-named declarations; resource-only paths are omitted.
- Primary languages: Swift.
- The verified tree contains 4 project/configuration file(s) and 4 source declaration(s).
Overall architecture
flowchart LR
N1["CustomResamplingApp"]
N2["ContentView"]
N3["CustomResamplingEngine"]
N4["Accelerate APIs"]
N1 --> N2
N2 --> N3
N3 --> N4
Reference code
CustomResampling/CustomResamplingApp.swift:10 — architecture anchor
@main
struct CustomResamplingApp: App {
// ...
}Interpretation
The arrows summarize the source-visible entry, role-named types or folders, and framework direction; when nodes come from structural folders, the sequence is a high-level interpretation rather than proof that every adjacent node calls the next. Ownership is claimed only where the next section cites a stored property or assignment. The diagram is intentionally limited to the dominant path into Accelerate.
Ownership and state
classDiagram
CustomResamplingApp *-- CustomResamplingEngine : customResamplingEngine
CustomResamplingEngine o-- PixelBuffer : sourceBuffer
CustomResamplingEngine o-- PixelBuffer : intermediateBuffer
CustomResamplingEngine o-- PixelBuffer : destinationBuffer
Ownership evidence
CustomResampling/CustomResamplingApp.swift:13 — stored dependency or nearest verified ownership anchor
@main
struct CustomResamplingApp: App {
// ...
@StateObject private var customResamplingEngine = CustomResamplingEngine()
// ...
}| Owner | Object or state | Relationship | Mutation authority |
|---|---|---|---|
CustomResamplingApp |
CustomResamplingEngine (customResamplingEngine) |
owns wrapper-managed state | Owning lexical scope |
CustomResamplingEngine |
PixelBuffer (sourceBuffer) |
stores or receives | Initialized by the owner; the binding is immutable |
CustomResamplingEngine |
PixelBuffer (intermediateBuffer) |
stores or receives | Initialized by the owner; the binding is immutable |
CustomResamplingEngine |
PixelBuffer (destinationBuffer) |
stores or receives | Initialized by the owner; the binding is immutable |
Composition arrows indicate a source-visible construction expression or locally owned value state; aggregation means the owner stores or receives a dependency without proving exclusive lifetime ownership.
Class and protocol design
CustomResampling/CustomResamplingApp.swift:11 — representative type boundary
struct CustomResamplingApp: App {
// ...
}| Type | Responsibility | Depends on or conforms to |
|---|---|---|
CustomResamplingApp |
Application entry and top-level composition | App |
CustomResamplingEngine |
Owns processing or simulation work | ObservableObject |
ContentView |
User-interface presentation and input forwarding | View |
Mode |
Defines a closed set of feature states or choices | String, CaseIterable, Identifiable |
No local protocol conformance is claimed as protocol-oriented design; external framework conformances are listed only as dependencies.
Access control
| Symbol | Access | Verified effect | Likely rationale |
|---|---|---|---|
customResamplingEngine (CustomResampling/CustomResamplingApp.swift:13) |
private |
Use is restricted to the lexical declaration and same-file extensions allowed by Swift. | Inference: keep state mutation or dependency lifetime inside the owning implementation. |
CustomResamplingEngine (CustomResampling/CustomResamplingEngine.swift:8) |
implicit internal |
No explicit modifier means the Swift declaration is internal to the module. | Inference: app-target collaboration needs no exported library surface. |
Reference code
CustomResampling/CustomResamplingApp.swift:13 — representative boundary
@main
struct CustomResamplingApp: App {
// ...
@StateObject private var customResamplingEngine = CustomResamplingEngine()
// ...
}Swift declarations without a modifier are internal; explicit private, fileprivate, private(set), public, or open entries above are interpreted by language semantics. Objective-C/C samples instead rely on header and implementation boundaries, which are not equivalent to Swift lexical privacy.
Logic ownership and placement
| Logic | Owning type or file | Placement rationale |
|---|---|---|
| Application entry and top-level composition | CustomResamplingApp |
The source’s App suffix makes this role explicit. |
| Owns processing or simulation work | CustomResamplingEngine |
The source’s Engine suffix makes this role explicit. |
| User-interface presentation and input forwarding | ContentView |
The source’s View suffix makes this role explicit. |
Design patterns
| Pattern | Source evidence | Purpose or tradeoff |
|---|---|---|
| SwiftUI environment injection | CustomResampling/ContentView.swift:12 |
The environment supplies state or a capability without threading it through every initializer. |
Naming conventions
- Types: App: CustomResamplingApp; Engine: CustomResamplingEngine; View: ContentView.
- Protocols: no local protocol declaration in the scanned source.
- Methods:
getShearedImage,kernelFunc. - Files:
CustomResampling/CustomResamplingApp.swift,CustomResampling/CustomResamplingEngine.swift,CustomResampling/ContentView.swift.
Architecture takeaways
CustomResamplingAppis the main source-visible entry or composition anchor for this sample.- Framework work reaches SwiftUI, Accelerate, Cocoa through a deliberately small high-level chain; the detailed API graph remains inside the cited implementation files.
- Stored-property evidence identifies lifecycle collaboration; it does not by itself prove exclusive object ownership.
- Access-control conclusions separate verified language visibility from the likely design rationale.
- The source does not justify labeling the design protocol-oriented.
Source map
| Source file | Relevant symbols |
|---|---|
CustomResampling/CustomResamplingApp.swift |
CustomResamplingApp |
CustomResampling/CustomResamplingEngine.swift |
CustomResamplingEngine, Mode |
CustomResampling/ContentView.swift |
ContentView |