Exploring foci of:
Future Internet • Vol 15 • No 2
Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies
February 2023 • Swarnendu Ghosh, Teresa Gonçalves, Nibaran Das
Conceptual representations of images involving descriptions of entities and their relations are often represented using scene graphs. Such scene graphs can express relational concepts by using sets of triplets ⟨subject—predicate—object⟩. Instead of building dedicated models for scene graph generation, our model tends to extract the latent relational information implicitly encoded in image captioning models. We explored dependency parsing to build grammatically sound parse trees from captions. We used detection alg…
Computer Science
Scene Graph
Theoretical Computer Science
Artificial Intelligence
Line Graph
Programming Language
Rendering (Computer Graphics)
Philosophy
Epistemology