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cs.CV2026
Efficient Hybrid CNN-GNN Architecture for Monocular Depth Estimation
Ishan Narayan
We present GraphDepth, a monocular depth estimation architecture that synergistically integrates Graph Neural Networks (GNNs) within a convolutional encoder-decoder framework. Our…
cs.CV2024
Analysis of different disparity estimation techniques on aerial stereo image datasets
Ishan Narayan, Shashi Poddar
With the advent of aerial image datasets, dense stereo matching has gained tremendous progress. This work analyses dense stereo correspondence analysis on aerial images using diffe…