Dynamic Spatial Verification for Large-Scale Object-Level Image Retrieval

Understand

Images from social media can reflect diverse viewpoints, heated arguments, and expressions of creativity, adding new complexity to retrieval tasks.

• Researchers working onContent-Based Image Retrieval (CBIR) have traditionally tuned their algorithms to match filtered results with user search intent.
• However, we are now bombarded with composite images of unknown origin, authenticity, and even meaning.
• With such uncertainty, users may not have an initial idea of what the results of a search query should look like.