Human Head

The human head is a focal point in diverse research areas, ranging from medical image analysis and treatment planning to computer graphics and AI. Current research emphasizes developing sophisticated models for accurate head pose estimation, realistic 3D head avatar generation (often using Gaussian splatting and 3D Morphable Models), and efficient processing of long-context information in large language models. These advancements are significant for improving medical diagnoses and treatments (e.g., cancer radiotherapy), creating more immersive and interactive virtual experiences, and enhancing the capabilities of AI systems.

Papers

February 25, 2022

An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data
Numan Saeed, Roba Al Majzoub, Ikboljon Sobirov, Mohammad Yaqub
Multimodal Data Human Head Prognosis Prediction Ensemble Approach Prognostic Model Neck Cancer

February 17, 2022

Wearable SELD dataset: Dataset for sound event localization and detection using wearable devices around head
Kento Nagatomo, Masahiro Yasuda, Kohei Yatabe, Shoichiro Saito, Yasuhiro Oikawa
Data Detection Human Head Wearable Device Microphone Array Sound Event Localization

February 10, 2022

InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities
Baoxin Wang, Qingye Meng, Ziyue Wang, Honghong Zhao, Dayong Wu, Wanxiang Che, Shijin Wang, Zhigang Chen, Cong Liu
Knowledge Graph Human Head Interaction Generation Knowledge Graph Embeddings Entity Representation Tail Entity

February 7, 2022

HeadPosr: End-to-end Trainable Head Pose Estimation using Transformer Encoders
Naina Dhingra
Human Head Encoder Side Transformer Encoder Transformer Encoders Head Pose Estimation Position Embeddings Prediction Head

January 27, 2022

Head and eye egocentric gesture recognition for human-robot interaction using eyewear cameras
Javier Marina-Miranda, V. Javier Traver
Action Recognition Human Robot Interaction Human Head Gesture Recognition Human Eye Eye Movement Egocentric Action Recognition Smart Glass Robot Centered

January 18, 2022

It's All in the Head: Representation Knowledge Distillation through Classifier Sharing
Emanuel Ben-Baruch, Matan Karklinsky, Yossi Biton, Avi Ben-Cohen, Hussam Lawen, Nadav Zamir
Human Head Vector Representation Representation Distillation Classifier Exchanging

January 17, 2022

Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?
Ikboljon Sobirov, Otabek Nazarov, Hussain Alasmawi, Mohammad Yaqub
Deep Learning Convolutional Neural Network Segmentation Task Tumor Segmentation Human Head Automatic Segmentation Neck Cancer High Performance Transformer

January 11, 2022

Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images
Vincent Andrearczyk, Valentin Oreiller, Sarah Boughdad, Catherine Chez Le Rest, Hesham Elhalawani, Mario Jreige, John O. Prior, Martin Vallières, Dimitris Visvikis, Mathieu Hatt, Adrien Depeursinge
CT Image Human Head Radiomics Feature Outcome Prediction Neck Tumor Segmentation Dual Contouring

January 5, 2022

Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation
Elias Tappeiner, Martin Welk, Rainer Schubert
Deep Learning Medical Image Segmentation Segmentation Task Class Imbalance Human Head Neck Tumor Segmentation Patch Selection

December 24, 2021

Tri-Transformer Hawkes Process: Three Heads are better than one
Zhi-yan Song, Jian-wei Liu, Lu-ning Zhang, Ya-nan Han
Human Head Hawkes Process Point Process Asynchronous Event Transformer Hawkes Process

December 15, 2021

Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics
Surbhi Madan, Monika Gahalawat, Tanaya Guha, Ramanathan Subramanian
Human Head Facial Motion Head Motion Speaker Characteristic Trait Estimation

November 27, 2021

Head and Body: Unified Detector and Graph Network for Person Search in Media
Xiujun Shu, Yusheng Tao, Ruizhi Qiao, Bo Ke, Wei Wen, Bo Ren
Human Head Graph Network Human Body Person Search First Person

November 13, 2021

UET-Headpose: A sensor-based top-view head pose dataset
Linh Nguyen Viet, Tuan Nguyen Dinh, Hoang Nguyen Viet, Duc Tran Minh, Long Tran Quoc
Human Head Depth Camera Head Pose Expression Tree Cognition and Memory Unit

Human Head

Papers

An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data

Wearable SELD dataset: Dataset for sound event localization and detection using wearable devices around head

InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities

HeadPosr: End-to-end Trainable Head Pose Estimation using Transformer Encoders

Head and eye egocentric gesture recognition for human-robot interaction using eyewear cameras

It's All in the Head: Representation Knowledge Distillation through Classifier Sharing

Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?

Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images

Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation

Tri-Transformer Hawkes Process: Three Heads are better than one

Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics

Head and Body: Unified Detector and Graph Network for Person Search in Media

UET-Headpose: A sensor-based top-view head pose dataset