MeronymNet: A Hierarchical Approach for Unified and Controllable Multi-Category Object Generation

1 code implementation • 17 Oct 2021 • Rishabh Baghel, Abhishek Trivedi, Tejas Ravichandran, Ravi Kiran Sarvadevabhatla

We introduce MeronymNet, a novel hierarchical approach for controllable, part-based generation of multi-category objects using a single unified model.

Object

BoundaryNet: An Attentive Deep Network with Fast Marching Distance Maps for Semi-automatic Layout Annotation

1 code implementation • 21 Aug 2021 • Abhishek Trivedi, Ravi Kiran Sarvadevabhatla

Precise boundary annotations of image regions can be crucial for downstream applications which rely on region-class semantics.

Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten Manuscripts

1 code implementation • 21 Aug 2021 • Prema Satish Sharan, Sowmya Aitha, Amandeep Kumar, Abhishek Trivedi, Aaron Augustine, Ravi Kiran Sarvadevabhatla

Handwritten documents are often characterized by dense and uneven layout.

Instance Segmentation Segmentation +1

Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic Manuscripts

1 code implementation • 15 Dec 2019 • Abhishek Prusty, Sowmya Aitha, Abhishek Trivedi, Ravi Kiran Sarvadevabhatla

To address this deficiency, we introduce Indiscapes, the first ever dataset with multi-regional layout annotations for historical Indic manuscripts.

Instance Segmentation Optical Character Recognition (OCR) +1