Zhigang Zhu

Orcid: 0000-0002-9990-1137

According to our database1, Zhigang Zhu authored at least 156 papers between 1990 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Pedestrian-Accessible Infrastructure Inventory: Enabling and Assessing Zero-Shot Segmentation on Multi-Mode Geospatial Data for All Pedestrian Types.
J. Imaging, March, 2024

High-Resolution Feature Pyramid Network for Small Object Detection on Drone View.
IEEE Trans. Circuits Syst. Video Technol., January, 2024

Global Information Embedding Network for Few-Shot Learning.
IEEE Signal Process. Lett., 2024

2023
Real-Time 3D Object Detection, Recognition and Presentation Using a Mobile Device for Assistive Navigation.
SN Comput. Sci., September, 2023

Deep Multimodal Subspace Interactive Mutual Network for Specific Emitter Identification.
IEEE Trans. Aerosp. Electron. Syst., August, 2023

Deep-Learning Hopping Capture Model for Automatic Modulation Classification of Wireless Communication Signals.
IEEE Trans. Aerosp. Electron. Syst., April, 2023

Functional Responses of Autaptic Neural Circuits to Acoustic Signals.
Int. J. Bifurc. Chaos, March, 2023

Complex Convolutional Neural Network for Signal Representation and Its Application to Radar Emitter Recognition.
IEEE Commun. Lett., March, 2023

Context understanding in computer vision: A survey.
Comput. Vis. Image Underst., March, 2023

An IPSO-FW-WSVM Method for Stock Trading Signal Forecasting.
Entropy, February, 2023

Automatic Modulation Classification Using ResNeXt-GRU With Deep Feature Fusion.
IEEE Trans. Instrum. Meas., 2023

Real-time pedestrian pose estimation, tracking and localization for social distancing.
Mach. Vis. Appl., 2023

Robots in the Garden: Artificial Intelligence and Adaptive Landscapes.
CoRR, 2023

Integrating Piecewise Linear Representation and Deep Learning for Trading Signals Forecasting.
IEEE Access, 2023

A General Context Learning and Reasoning Framework for Object Detection in Urban Scenes.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Absolute-ROMP: Absolute Multi-Person 3D Mesh Prediction from a Single Image.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Vegetation Coverage and Urban Amenity Mapping Using Computer Vision and Machine Learning.
Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023

An Integrated Mobile Vision System for Enhancing the Interaction of Blind and Low Vision Users with Their Surroundings.
Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023

Improving Building Energy Efficiency through Data Analysis.
Proceedings of the Companion Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

2022
SelfNet: A semi-supervised local Fisher discriminant network for few-shot learning.
Neurocomputing, 2022

SnapshotNet: Self-supervised feature learning for point cloud data segmentation using minimal labeled data.
Comput. Vis. Image Underst., 2022

Emotion Recognition With Audio, Video, EEG, and EMG: A Dataset and Baseline Approaches.
IEEE Access, 2022

MultiCLU: Multi-stage Context Learning and Utilization for Storefront Accessibility Detection and Evaluation.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Real-Time 3D Object Detection and Recognition using a Smartphone.
Proceedings of the 2nd International Conference on Image Processing and Vision Engineering, 2022

ARMSAINTS: An AR-based Real-time Mobile System for Assistive Indoor Navigation with Target Segmentation.
Proceedings of the International IEEE Conference on Advanced Robotics and Its Social Impactsm, 2022

2021
Automatic Modulation Classification Based on Deep Feature Fusion for High Noise Level and Large Dynamic Input.
Sensors, 2021

Impact of Labeling Schemes on Dense Crowd Counting Using Convolutional Neural Networks with Multiscale Upsampling.
Int. J. Pattern Recognit. Artif. Intell., 2021

Phase synchronization between a light-dependent neuron and a thermosensitive neuron.
Neurocomputing, 2021

NIDA-CLIFGAN: Natural Infrastructure Damage Assessment through Efficient Classification Combining Contrastive Learning, Information Fusion and Generative Adversarial Networks.
CoRR, 2021

A Snapshot-based Approach for Self-supervised Feature Learning and Weakly-supervised Classification on Point Cloud Data.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Building an Annotated Damage Image Database to Support AI-Assisted Hurricane Impact Analysis.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Monocularly Generated 3D High Level Semantic Model by Integrating Deep Learning Models and Traditional Vision Techniques.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

UnityPIC: Unity Point-Cloud Interactive Core.
Proceedings of the 21st Eurographics Symposium on Parallel Graphics and Visualization, 2021

2020
Nonlinear gated channels networks for action recognition.
Neurocomputing, 2020

iASSIST: An iPhone-Based Multimedia Information System for Indoor Assistive Navigation.
Int. J. Multim. Data Eng. Manag., 2020

Improving Dense Crowd Counting Convolutional Neural Networks using Inverse k-Nearest Neighbor Maps and Multiscale Upsampling.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Exploring Virtual Environments by Visually Impaired Using a Mixed Reality Cane Without Visual Feedback.
Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2020

Multimodal Information Integration for Indoor Navigation Using a Smartphone.
Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020

2019
Temporal stochastic linear encoding networks.
Signal Process. Image Commun., 2019

Application of Electrochemical Aptasensors toward Clinical Diagnostics, Food, and Environmental Monitoring: Review.
Sensors, 2019

Data Analysis and Accuracy Evaluation of a Continuous Glucose-Monitoring Device.
J. Sensors, 2019

Adaptive multilayer level set method for segmenting images with intensity inhomogeneity.
IET Image Process., 2019

Vehicle engine classification using normalized tone-pitch indexing and neural computing on short remote vibration sensing data.
Expert Syst. Appl., 2019

Generalizing semi-supervised generative adversarial networks to regression using feature contrasting.
Comput. Vis. Image Underst., 2019

Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network.
CoRR, 2019

Integrating AR and VR for Mobile Remote Collaboration.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

Multi-level Scene Modeling and Matching for Smartphone-Based Indoor Localization.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019

Dense Crowd Counting Convolutional Neural Networks with Minimal Data using Semi-Supervised Dual-Goal Generative Adversarial Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Unsupervised Feature Learning for Point Cloud Understanding by Contrasting and Clustering Using Graph Convolutional Neural Networks.
Proceedings of the 2019 International Conference on 3D Vision, 2019

2018
EAC-Net: Deep Nets with Enhancing and Cropping for Facial Action Unit Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

A recursive framework for expression recognition: from web images to deep models to game dataset.
Mach. Vis. Appl., 2018

Rank pooling dynamic network: Learning end-to-end dynamic characteristic for action recognition.
Neurocomputing, 2018

Generalizing semi-supervised generative adversarial networks to regression.
CoRR, 2018

Crowd Counting with Minimal Data Using Generative Adversarial Networks for Multiple Target Regression.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Emotion Analysis Using Audio/Video, EMG and EEG: A Dataset and Comparison Study.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

ASSIST: Personalized Indoor Navigation via Multimodal Sensors and High-Level Semantic Information.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Current and Emerging Technology for Continuous Glucose Monitoring.
Sensors, 2017

EAC-Net: A Region-Based Deep Enhancing and Cropping Approach for Facial Action Unit Detection.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Action Unit Detection with Region Adaptation, Multi-labeling Learning and Optimal Temporal Fusing.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Pitch and Roll Camera Orientation from a Single 2D Image Using Convolutional Neural Networks.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

2016
Learning and Fusing Multimodal Features from and for Multi-task Facial Computing.
CoRR, 2016

Towards an "In-the-Wild" Emotion Dataset Using a Game-Based Framework.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Mobile Crowd Assisted Navigation for the Visually Impaired.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Vista Wearable: Seeing through Whole-Body Touch without Contact.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Mobile real-time single image 3D corridor reconstruction using J-Linkage.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

A deep-learning approach to facial expression recognition with candid images.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

A deep reinforcement learning approach to character segmentation of license plate images.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Evaluating Crowd Sourced Navigation for the Visually Impaired in a Virtual Environment.
Proceedings of the 2015 IEEE International Conference on Mobile Services, MS 2015, New York City, NY, USA, June 27, 2015

A Deep Feature based Multi-kernel Learning Approach for Video Emotion Recognition.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

2014
Video Mosaicing.
Computer Vision, A Reference Guide, 2014

Persistent Aerial Video Registration and Fast Multi-View Mosaicing.
IEEE Trans. Image Process., 2014

Face Recognition by 3D Registration for the Visually Impaired Using a RGB-D Sensor.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Mobile Panoramic Vision for Assisting the Blind via Indexing and Localization.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Ground-Based Activity Recognition at Distance and behind Wall.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

3D Hallway Modeling Using a Single Image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Design and Implementation of WPF-based Mini OA System.
Proceedings of the 2014 Ninth International Conference on P2P, 2014

2013
A multimodal temporal panorama approach for moving vehicle detection, reconstruction and classification.
Comput. Vis. Image Underst., 2013

From RGB-D to low-resolution tactile: Smart sampling and early testing.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Smart sampling and transducing 3D scenes for the visually impaired.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Audio-Visual Feature Fusion for Vehicles Classification in a Surveillance System.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Content-Based 3-D Mosaics for Representing Videos of Dynamic Urban Scenes.
IEEE Trans. Circuits Syst. Video Technol., 2012

A Critical Review of Glucose Biosensors Based on Carbon Nanomaterials: Carbon Nanotubes and Graphene.
Sensors, 2012

Real time moving vehicle detection and reconstruction for improving classification.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

A Segmentation-Based Stereovision Approach for Assisting Visually Impaired People.
Proceedings of the Computers Helping People with Special Needs, 2012

Wearable Range-Vibrotactile Field: Design and Evaluation.
Proceedings of the Computers Helping People with Special Needs, 2012

Visual Nouns for Indoor/Outdoor Navigation.
Proceedings of the Computers Helping People with Special Needs, 2012

Designing a Virtual Environment to Evaluate Multimodal Sensors for Assisting the Visually Impaired.
Proceedings of the Computers Helping People with Special Needs, 2012

KinDectect: Kinect Detecting Objects.
Proceedings of the Computers Helping People with Special Needs, 2012

Multimodal and Multi-task Audio-Visual Vehicle Detection and Classification.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
Active stereo vision for improving long range hearing using a Laser Doppler Vibrometer.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Multimodal Temporal Panorama for Moving Vehicle Detection and Reconstruction.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

A Layered Approach for Fast Multi-view Stereo Panorama Generation.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

2010
Gamma/X-ray linear pushbroom stereo for 3D cargo inspection.
Mach. Vis. Appl., 2010

Automatic resource allocation in a distributed camera network.
Mach. Vis. Appl., 2010

2009
Stereovision-based 3D planar surface estimation for wall-climbing robots.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

3D Laser scan registration of dual-robot system using vision.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

A smart sensor with hyperspectral/range fovea and panoramic peripheral view.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Remote audio/video acquisition for human signature detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Finding Intrinsic and Extrinsic Viewing Parameters from a Single Realist Painting.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Modeling and Representations of Large-Scale 3D Scenes.
Int. J. Comput. Vis., 2008

Automatic Object Classification through Semantic Analysis.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

3D map construction using heterogeneous robots.
Proceedings of the 10th International Conference on Control, 2008

Enhancing Relevance Models with Adaptive Passage Retrieval.
Proceedings of the Advances in Information Retrieval , 2008

Exploiting local and global scene constraints in modeling large-scale dynamic 3D scenes from aerial video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Intelligent multimodal and hyperspectral sensing for real-time moving target tracking.
Proceedings of the 37th IEEE Applied Imagery Pattern Recognition Workshop, 2008

2007
Stereo Matching and 3D Visualization for Gamma-Ray Cargo Inspection.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Self-localization of a heterogeneous multi-robot team in constrained 3D space.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

LDV Sensing and Processing for Remote Hearing in a Multimodal Surveillance System.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Multimodal Surveillance: an Introduction.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Sensor Fusion and Environmental Modelling for Multimodal Sentient Computing.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Mosaic-based 3D scene representation and rendering.
Signal Process. Image Commun., 2006

Fast construction of dynamic and multi-resolution 360 degrees panoramas from video sequences.
Image Vis. Comput., 2006

Heterogeneous Multi-Robot Localization in Unknown 3D Space.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

LDV Remote Voice Acquisition and Enhancement.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Remote Voice Acquisition in Multimodal Surveillance.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Classroom Multimedia Integration for Advanced E-Presentations.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Content-Based Dynamic 3D Mosaics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Vision-Based Projection-Handwriting Integration in Classroom.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Dynamic 3D Urban Scene Modeling Using Multiple Pushbroom Mosaics.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
An efficient method for geo-referenced video mosaicing for environmental monitoring.
Mach. Vis. Appl., 2005

Efficient Fourier-Based Approach for Detecting Orientations and Occlusions in Epipolar Plane Images for 3D Scene Modeling.
Int. J. Comput. Vis., 2005

3D Measurements in Cargo Inspection with a Gamma-Ray Linear Pushbroom Stereo System.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

3D and Moving Target Extraction from Dynamic Pushbroom Stereo Mosaics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Integrating LDV Audio and IR Video for Remote Multimodal Surveillance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Content-Based 3D Mosaic Representation for Video of Dynamic 3D Scenes.
Proceedings of the 34th Applied Image Pattern Recognition Workshop (AIPR 2005), 2005

2004
Keeping smart, omnidirectional eyes on you [adaptive panoramic stereovision].
IEEE Robotics Autom. Mag., 2004

Generalized Parallel-Perspective Stereo Mosaics from Airborne Video.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Dynamic mutual calibration and view planning for cooperative mobile robots with panoramic virtual stereo vision.
Comput. Vis. Image Underst., 2004

LAMP: 3D layered, adaptive-resolution, and multi-perspective panorama - a new scene representation.
Comput. Vis. Image Underst., 2004

A Mobile Robot Platform with DSP-based Controller and Omnidirectional Vision System.
Proceedings of the 2004 IEEE International Conference on Robotics and Biomimetics, 2004

Virtualized Classroom - Automated Production, Media Integration and User-Customized Presentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Automated Registration of High Resolution Images from Slide Presentation and Whiteboard Handwriting via a Video Camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Stereo Mosaics with Slanting Parallel Projections from Many Cameras or a Moving Camera.
Proceedings of the 32nd Applied Image Pattern Recognition Workshop (AIPR 2003), 2003

2002
Mosaic Generation for Under Vehicle Inspection.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

2001
Digital Video Sequence Stabilization Based on 2.5D Motion Estimation and Inertial Motion Filtering.
Real Time Imaging, 2001

A Fault-Tolerant Distributed Vision System Architecture for Object Tracking in a Smart Room.
Proceedings of the Computer Vision Systems, Second International Workshop, 2001

Parallel-Perspective Stereo Mosaics.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

3D LAMP: A New Layered Panoramic Representation.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000
A stable vision system for moving vehicles.
IEEE Trans. Intell. Transp. Syst., 2000

VISATRAM: a real-time vision system for automatic traffic monitoring.
Image Vis. Comput., 2000

Software Mode Changes for Continuous Motion Tracking.
Proceedings of the Self-Adaptive Software, First International Workshop, 2000

1999
Automating the Construction of Dynamic and Multi-Resolution 360° Panorama for Natural Scenes with Moving Objects.
Proceedings of the IEEE Virtual Reality 1999 Conference, 1999

Fast Generation of Dynamic and Multi-Resolution 360° Panorama from Video Sequences.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Panoramic EPI Generation and Analysis of Video from a Moving Platform with Vibration.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Fast road classification and orientation estimation using omni-view images and neural networks.
IEEE Trans. Image Process., 1998

Range information propagation transform.
J. Comput. Sci. Technol., 1998

Constructing 3D natural scene from video sequences with vibrated motions.
Proceedings of the 1998 Virtual Reality Annual International Symposium, 1998

1996
Neural networks for omni-view road image understanding.
J. Comput. Sci. Technol., 1996

A real-time vision system for automatic traffic monitoring based on 2D spatio-temporal images.
Proceedings of ThirdIEEE Workshop on Applications of Computer Vision, 1996

A stereo matching algorithm based on shape similarity for indoor environment model building.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

Combining rotation-invariance images and neural networks for road scene understanding.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1994
Dynamic Obstacle Detection Through Cooperation of Purposive Visual Modules of Color, Stereo, and Motion.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994

Qualitative estimations of range and motion using spatio-temporal textural images.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Qualitative visual navigation using weighted correlation.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1990
Real Time Algorithms for Obstacle Avoidance by Using Reprojection Transformation.
Proceedings of IAPR Workshop on Machine Vision Applications, 1990

Detecting height from constrained motion.
Proceedings of the Third International Conference on Computer Vision, 1990


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