181 citations · 505 across the 54 of their papers we have counts for
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Visual Compiler: Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator
Namhoon Lee, Xinshuo Weng, Vishnu Naresh Boddeti +4
We introduce the concept of a Visual Compiler that generates a scene specific pedestrian detector and pose estimator without any pedestrian observations. Given a single image and a…
Gesture-based Bootstrapping for Egocentric Hand Segmentation
Yubo Zhang, Vishnu Naresh Boddeti, Kris M. Kitani
Accurately identifying hands in images is a key sub-task for human activity understanding with wearable first-person point-of-view cameras. Traditional hand segmentation approaches…
In Teacher We Trust: Learning Compressed Models for Pedestrian Detection
Jonathan Shen, Noranart Vesdapunt, Vishnu N. Boddeti +1
Deep convolutional neural networks continue to advance the state-of-the-art in many domains as they grow bigger and more complex. It has been observed that many of the parameters o…
Local Binary Convolutional Neural Networks
Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides
We propose local binary convolution (LBC), an efficient alternative to convolutional layers in standard convolutional neural networks (CNN). The design principles of LBC are motiva…