Data · dataset · 2025
Adaptive decoders for FLIM networks applied to salient object detection
Listed in REDU - Unicamp Institutional Research Data Repository
This repository contains the source code for the experiments on Feature Learning from Image Markers with Adaptive Decoders (FLIM-AD).
Description
The proposed method builds lightweight CNN encoders from small training datasets and combines them with Adaptive Decoders to perform Salient Object Detection (SOD) efficiently. The code enables the full reproduction of results presented in the Master’s thesis: “Adaptive Decoders for FLIM Networks Applied to Salient Object Detection”, and supports the findings reported in the article: “FLIM-Based Salient Object Detection Networks with Adaptive Decoders”.
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FQ5QZ5V ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/q5qz5v ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Computer and Information Science
- From keywords
- Computer Science & AI · Image processing · Machine learning
- Inferred from text
- Image 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/Q5QZ5V | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:460306 | mapping · redu unicamp br | vocabulary-mapper@1.0.0 | keywords['Image processing'] |
| concepts[field].anzsrc:group:4611 | mapping · redu unicamp br | vocabulary-mapper@1.0.0 | keywords['Machine learning'] |
| concepts[field].dataverse_subject:computer-and-information-science | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[modality].local:modality:image | enrichment · redu unicamp br | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |