34 citations · 47 across the 8 of their papers we have counts for
3 papers · 1 filter
CAPNet: Continuous Approximation Projection For 3D Point Cloud Reconstruction Using 2D Supervision
Navaneet K L, Priyanka Mandikal, Mayank Agarwal +1
Knowledge of 3D properties of objects is a necessity in order to build effective computer vision systems. However, lack of large scale 3D datasets can be a major constraint for dat…
3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image
Priyanka Mandikal, Navaneet K L, R. Venkatesh Babu
We propose a mechanism to reconstruct part annotated 3D point clouds of objects given just a single input image. We demonstrate that jointly training for both reconstruction and se…
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single Image
Priyanka Mandikal, K L Navaneet, Mayank Agarwal +1
3D reconstruction from single view images is an ill-posed problem. Inferring the hidden regions from self-occluded images is both challenging and ambiguous. We propose a two-pronge…