4 papers
Funnel-HOI: Top-Down Perception for Zero-Shot HOI Detection
Sandipan Sarma, Agney Talwarr, Arijit Sur
Human-object interaction detection (HOID) refers to localizing interactive human-object pairs in images and identifying the interactions. Since there could be an exponential number…
Zero-Shot Underwater Gesture Recognition
Sandipan Sarma, Gundameedi Sai Ram Mohan, Hariansh Sehgal +1
Hand gesture recognition allows humans to interact with machines non-verbally, which has a huge application in underwater exploration using autonomous underwater vehicles. Recently…
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning
Sandipan Sarma, Arijit Sur
Inspired by strategies like Active Learning, it is intuitive that intelligently selecting the training classes from a dataset for Zero-Shot Learning (ZSL) can improve the performan…
Resolving Semantic Confusions for Improved Zero-Shot Detection
Sandipan Sarma, Sushil Kumar, Arijit Sur
Zero-shot detection (ZSD) is a challenging task where we aim to recognize and localize objects simultaneously, even when our model has not been trained with visual samples of a few…