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Employment (1)

Stony Brook University: Stony Brook, NY, US

2019-09-01 to present | Associate Professor (Computer Science)
Employment
Source: Self-asserted source
Zhaozheng Yin

Education and qualifications (2)

Carnegie Mellon University: Pittsburgh, PA, US

2009-06-01 to 2011-08-31 | Postdoc Fellow (Robotics Institute)
Education
Source: Self-asserted source
Zhaozheng Yin

Pennsylvania State University: University Park, PA, US

2005-08-15 to 2009-05-31 | Ph.D. (Computer Science and Engineering)
Education
Source: Self-asserted source
Zhaozheng Yin

Works (28)

An Attention-guided Multistream Feature Fusion Network for Early Localization of Risky Traffic Agents in Driving Videos

IEEE Transactions on Intelligent Vehicles
2023 | Journal article | Author
DOI: 10.1109/tiv.2023.3275543
Part of ISSN: 2379-8904
Part of ISSN: 2379-8858
Contributors: Muhammad Monjurul Karim; Zhaozheng Yin; Ruwen Qin
Source: Self-asserted source
Zhaozheng Yin

Diffusion Transformer U-Net for Medical Image Segmentation

Lecture Notes in Computer Science
2023 | Book chapter
DOI: 10.1007/978-3-031-43901-8_59
Part of ISBN: 9783031439001
Part of ISBN: 9783031439018
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: G. Jignesh Chowdary; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Feature Weakening, Contextualization, and Discrimination for Weakly Supervised Temporal Action Localization

IEEE Transactions on Multimedia
2023 | Journal article | Author
DOI: 10.1109/tmm.2023.3263965
Part of ISSN: 1520-9210
Part of ISSN: 1941-0077
Contributors: Md Moniruzzaman; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Global Memory and Local Continuity for Video Object Detection

IEEE Transactions on Multimedia
2023 | Journal article | Author
DOI: 10.1109/tmm.2022.3164253
Part of ISSN: 1520-9210
Part of ISSN: 1941-0077
Contributors: Liang Han; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Semi-supervised Domain Adaptive Medical Image Segmentation Through Consistency Regularized Disentangled Contrastive Learning

Lecture Notes in Computer Science
2023 | Book chapter
DOI: 10.1007/978-3-031-43901-8_25
Part of ISBN: 9783031439001
Part of ISBN: 9783031439018
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Hritam Basak; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Collaborative Foreground, Background, and Action Modeling Network for Weakly Supervised Temporal Action Localization

IEEE Transactions on Circuits and Systems for Video Technology
2023-11 | Journal article | Author
DOI: 10.1109/tcsvt.2023.3272891
Part of ISSN: 1051-8215
Part of ISSN: 1558-2205
Contributors: Md Moniruzzaman; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Wearable Motion Capture: Reconstructing and Predicting 3D Human Poses From Wearable Sensors

IEEE Journal of Biomedical and Health Informatics
2023-11 | Journal article | Author
DOI: 10.1109/jbhi.2023.3311448
Part of ISSN: 2168-2194
Part of ISSN: 2168-2208
Contributors: Md Moniruzzaman; Zhaozheng Yin; Md Sanzid Bin Hossain; Hwan Choi; Zhishan Guo
Source: Self-asserted source
Zhaozheng Yin

Real-time human-computer interaction using eye gazes

Manufacturing Letters
2023-08 | Journal article
DOI: 10.1016/j.mfglet.2023.07.024
Part of ISSN: 2213-8463
Contributors: Haodong Chen; Niloofar Zendehdel; Ming C. Leu; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Jointly-Learnt Networks for Future Action Anticipation via Self-Knowledge Distillation and Cycle Consistency

IEEE Transactions on Circuits and Systems for Video Technology
2023-07 | Journal article | Author
DOI: 10.1109/tcsvt.2022.3232021
Part of ISSN: 1051-8215
Part of ISSN: 1558-2205
Contributors: Md Moniruzzaman; Zhaozheng Yin; Zhiquan He; Ming C. Leu; Ruwen Qin
Source: Self-asserted source
Zhaozheng Yin

Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2023-06 | Conference paper
DOI: 10.1109/cvpr52729.2023.01895
Contributors: Hritam Basak; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Fine-grained activity classification in assembly based on multi-visual modalities

Journal of Intelligent Manufacturing
2023-06-08 | Journal article
DOI: 10.1007/s10845-023-02152-x
Part of ISSN: 0956-5515
Part of ISSN: 1572-8145
Contributors: Haodong Chen; Niloofar Zendehdel; Ming C. Leu; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

An individualized system of skeletal data-based CNN classifiers for action recognition in manufacturing assembly

Journal of Intelligent Manufacturing
2023-02 | Journal article
DOI: 10.1007/s10845-021-01815-x
Part of ISSN: 0956-5515
Part of ISSN: 1572-8145
Contributors: Md. Al-Amin; Ruwen Qin; Md Moniruzzaman; Zhaozheng Yin; Wenjin Tao; Ming C. Leu
Source: Self-asserted source
Zhaozheng Yin

Human Action Recognition by Discriminative Feature Pooling and Video Segment Attention Model

IEEE Transactions on Multimedia
2022 | Journal article | Author
DOI: 10.1109/tmm.2021.3058050
Part of ISSN: 1520-9210
Part of ISSN: 1941-0077
Contributors: Md Moniruzzaman; Zhaozheng Yin; Zhiquan He; Mustafa O. Karabag; Ming C Leu
Source: Self-asserted source
Zhaozheng Yin

Class-Aware Feature Aggregation Network for Video Object Detection

IEEE Transactions on Circuits and Systems for Video Technology
2022-12 | Journal article | Author
DOI: 10.1109/tcsvt.2021.3094533
Part of ISSN: 1051-8215
Part of ISSN: 1558-2205
Contributors: Liang Han; Pichao Wang; Zhaozheng Yin; Fan Wang; Hao Li
Source: Self-asserted source
Zhaozheng Yin

Real-Time Multi-Modal Human–Robot Collaboration Using Gestures and Speech

Journal of Manufacturing Science and Engineering
2022-10-01 | Journal article
DOI: 10.1115/1.4054297
Part of ISSN: 1087-1357
Part of ISSN: 1528-8935
Contributors: Haodong Chen; Ming C. Leu; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

A Dynamic Spatial-Temporal Attention Network for Early Anticipation of Traffic Accidents

IEEE Transactions on Intelligent Transportation Systems
2022-07 | Journal article | Author
DOI: 10.1109/tits.2022.3155613
Part of ISSN: 1524-9050
Part of ISSN: 1558-0016
Contributors: Muhammad Monjurul Karim; Yu Li; Ruwen Qin; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

A semi-supervised self-training method to develop assistive intelligence for segmenting multiclass bridge elements from inspection videos

Structural Health Monitoring
2022-05 | Journal article
DOI: 10.1177/14759217211010422
Part of ISSN: 1475-9217
Part of ISSN: 1741-3168
Contributors: Muhammad Monjurul Karim; Ruwen Qin; Genda Chen; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Reciprocal Twin Networks for Pedestrian Motion Learning and Future Path Prediction

IEEE Transactions on Circuits and Systems for Video Technology
2022-03 | Journal article | Author
DOI: 10.1109/tcsvt.2021.3076078
Part of ISSN: 1051-8215
Part of ISSN: 1558-2205
Contributors: Hao Sun; Zhiqun Zhao; Zhaozheng Yin; Zhiquan He
Source: Self-asserted source
Zhaozheng Yin

Airway Anomaly Detection by Prototype-Based Graph Neural Network

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
2021 | Book chapter
DOI: 10.1007/978-3-030-87240-3_19
Part of ISBN: 9783030872397
Part of ISBN: 9783030872403
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Tianyi Zhao; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Annotation-Efficient Cell Counting

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
2021 | Book chapter
DOI: 10.1007/978-3-030-87237-3_39
Part of ISBN: 9783030872366
Part of ISBN: 9783030872373
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Zuhui Wang; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Unsupervised Network Learning for Cell Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
2021 | Book chapter
DOI: 10.1007/978-3-030-87193-2_27
Part of ISBN: 9783030871925
Part of ISBN: 9783030871932
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Liang Han; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Context and Structure Mining Network for Video Object Detection

International Journal of Computer Vision
2021-10 | Journal article
DOI: 10.1007/s11263-021-01507-2
Part of ISSN: 0920-5691
Part of ISSN: 1573-1405
Contributors: Liang Han; Pichao Wang; Zhaozheng Yin; Fan Wang; Hao Li
Source: Self-asserted source
Zhaozheng Yin

3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2021-06 | Conference paper
DOI: 10.1109/cvpr46437.2021.01353
Contributors: Tianyi Zhao; Kai Cao; Jiawen Yao; Isabella Nogues; Le Lu; Lingyun Huang; Jing Xiao; Zhaozheng Yin; Ling Zhang
Source: Self-asserted source
Zhaozheng Yin

Detecting Medical Misinformation on Social Media Using Multimodal Deep Learning

IEEE Journal of Biomedical and Health Informatics
2021-06 | Journal article | Author
DOI: 10.1109/jbhi.2020.3037027
Part of ISSN: 2168-2194
Part of ISSN: 2168-2208
Contributors: Zuhui Wang; Zhaozheng Yin; Young Anna Argyris
Source: Self-asserted source
Zhaozheng Yin

Crash report data analysis for creating scenario-wise, spatio-temporal attention guidance to support computer vision-based perception of fatal crash risks

Accident Analysis & Prevention
2021-03 | Journal article
DOI: 10.1016/j.aap.2020.105962
Part of ISSN: 0001-4575
Contributors: Yu Li; Muhammad Monjurul Karim; Ruwen Qin; Zeyi Sun; Zuhui Wang; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Attention, Suggestion and Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020
2020 | Book chapter
DOI: 10.1007/978-3-030-59710-8_1
Part of ISBN: 9783030597092
Part of ISBN: 9783030597108
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Haohan Li; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Bronchus Segmentation and Classification by Neural Networks and Linear Programming

Lecture Notes in Computer Science
2019 | Book chapter
DOI: 10.1007/978-3-030-32226-7_26
Part of ISBN: 9783030322250
Part of ISBN: 9783030322267
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Tianyi Zhao; Zhaozheng Yin; Jiao Wang; Dashan Gao; Yunqiang Chen; Yunxiang Mao
Source: Self-asserted source
Zhaozheng Yin

Pyramid-Based Fully Convolutional Networks for Cell Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018
2018 | Book chapter
DOI: 10.1007/978-3-030-00937-3_77
Part of ISBN: 9783030009366
Part of ISBN: 9783030009373
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Tianyi Zhao; Zhaozheng Yin
Source: Self-asserted source
Zhaozheng Yin

Peer review (1 review for 1 publication/grant)

Review activity for Journal of infrastructure systems. (1)
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