42 citations · 48 across the 3 of their papers we have counts for
3 papers
YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss
Debapriya Maji, Soyeb Nagori, Manu Mathew +1
We introduce YOLO-pose, a novel heatmap-free approach for joint detection, and 2D multi-person pose estimation in an image based on the popular YOLO object detection framework. Exi…
SS3D: Single Shot 3D Object Detector
Aniket Limaye, Manu Mathew, Soyeb Nagori +3
Single stage deep learning algorithm for 2D object detection was made popular by Single Shot MultiBox Detector (SSD) and it was heavily adopted in several embedded applications. Po…
Efficient Semantic Segmentation using Gradual Grouping
Nikitha Vallurupalli, Sriharsha Annamaneni, Girish Varma +3
Deep CNNs for semantic segmentation have high memory and run time requirements. Various approaches have been proposed to make CNNs efficient like grouped, shuffled, depth-wise sepa…