Author

V. Rachapudi

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Open access Sep 2026

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...

M. Srividya, V. Rachapudi · Discover Computing · 0 citations

Open access Sep 2026

Sentiment analysis with Hierarchical Attention Topic Aware Hierarchical Multi-Attention Network using citation sentences

Sentiment analysis plays a critical role in identifying the underlying opinions, emotions and attitudes conveyed in textual data. In the context of academic literature, accurately interpreting the sentiment behind citations is essential for understanding the citing author’s intent and the overall impact of cited works....

Hima Keerthi Sagiraju, C. Madhuri, V. Rachapudi et al. · Discover Computing · 0 citations