3 papers
cs.CV2026
Scene Representation using 360° Saliency Graph and its Application in Vision-based Indoor Navigation
Preeti Meena, Himanshu Kumar, Sandeep Yadav
A Scene, represented visually using different formats such as RGB-D, LiDAR scan, keypoints, rectangular, spherical, multi-views, etc., contains information implicitly embedded rele…
cs.LG2025
PNN: A Novel Progressive Neural Network for Fault Classification in Rotating Machinery under Small Dataset Constraint
Praveen Chopra, Himanshu Kumar, Sandeep Yadav
Fault detection in rotating machinery is a complex task, particularly in small and heterogeneous dataset scenarios. Variability in sensor placement, machinery configurations, and s…
cs.CV2024
A Volumetric Saliency Guided Image Summarization for RGB-D Indoor Scene Classification
Preeti Meena, Himanshu Kumar, Sandeep Yadav
Image summary, an abridged version of the original visual content, can be used to represent the scene. Thus, tasks such as scene classification, identification, indexing, etc., can…