M. Srividya

SceneContextNet: an integrated multi-stage deep learning framework for context-aware scene understanding using multi-object detection and spatial relationship modelling

Deep learning, especially CNN- and transformer-based approaches, has significantly impacted computer vision techniques such as object detection, segmentation, and scene classification. Despite the many successful scene understanding pipelines currently in use, most still rely primarily on global image features or objec...