Ajmal S. Mian

Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition

Deep learning based methods have achieved unprecedented success in solving several computer vision problems involving RGB images. However, this level of success is yet to be seen on RGB-D images owing to two major challenges in this domain: training data deficiency and multi-modality input dissimila