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Hand Segmentation

7 papers with code · Computer Vision
Subtask of Hand

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Analysis of Hand Segmentation in the Wild

CVPR 2018 aurooj/Hand-Segmentation-in-the-Wild

In the quest for robust hand segmentation methods, we evaluated the performance of the state of the art semantic segmentation methods, off the shelf and fine-tuned, on existing datasets.

ACTIVITY RECOGNITION HAND SEGMENTATION SEMANTIC SEGMENTATION TEMPORAL ACTION LOCALIZATION

Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition

31 Jul 2018swathikirans/ego-rnn

Our model is built on the observation that egocentric activities are highly characterized by the objects and their locations in the video.

EGOCENTRIC ACTIVITY RECOGNITION HAND SEGMENTATION

HGR-Net: A Fusion Network for Hand Gesture Segmentation and Recognition

14 Jun 2018Plrbear/HGR-Net

We propose a two-stage convolutional neural network (CNN) architecture for robust recognition of hand gestures, called HGR-Net, where the first stage performs accurate semantic segmentation to determine hand regions, and the second stage identifies the gesture.

HAND GESTURE RECOGNITION HAND-GESTURE RECOGNITION HAND SEGMENTATION SEMANTIC SEGMENTATION

Depth Adaptive Deep Neural Network for Semantic Segmentation

5 Aug 2017byeongkeun-kang/HOI-dataset

To overcome this challenge, we develop a neural network which is able to adapt the receptive field not only for each layer but also for each neuron at the spatial location.

HAND SEGMENTATION SEMANTIC SEGMENTATION

Hand Segmentation for Hand-Object Interaction from Depth map

8 Mar 2016byeongkeun-kang/HOI-dataset

Thus, we propose hand segmentation method for hand-object interaction using only a depth map.

HAND SEGMENTATION

Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet

11 Jan 2019nhduong/multitask_segnet_hand_segmentation_fingertip_detection

Hand segmentation and fingertip detection play an indispensable role in hand gesture-based human-machine interaction systems.

HAND SEGMENTATION

HandSeg: An Automatically Labeled Dataset for Hand Segmentation from Depth Images

16 Nov 2017lukasuz/List-of-Hand-Segmentation-Data-Sets

We propose an automatic method for generating high-quality annotations for depth-based hand segmentation, and introduce a large-scale hand segmentation dataset.

DATA AUGMENTATION HAND SEGMENTATION