James Z. Wang

Orcid: 0000-0003-4379-4173

Affiliations:
  • Penn State, University Park, USA


According to our database1, James Z. Wang authored at least 172 papers between 1997 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
A Machine Learning Paradigm for Studying Pictorial Realism: How Accurate are Constable's Clouds?
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence.
IEEE Trans. Affect. Comput., 2024

Incorporating simulated spatial context information improves the effectiveness of contrastive learning models.
Patterns, 2024

How our authors are using AI tools in manuscript writing.
Patterns, 2024

Context-driven self-supervised visual learning: Harnessing the environment as a data source.
CoRR, 2024

Tutorial on Movement Notation: An Interdisciplinary Methodology for HRI to Reveal the Bodily Expression of Human Counterparts via Collecting Annotations from Dancers in a Shared Data Repository.
Proceedings of the Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

2023
A deep learning model for natural language querying in Cyber-Physical Systems.
Internet Things, December, 2023

Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion.
Proc. IEEE, October, 2023

Bodily expressed emotion understanding through integrating Laban movement analysis.
Patterns, October, 2023

Forget less, count better: a domain-incremental self-distillation learning benchmark for lifelong crowd counting.
Frontiers Inf. Technol. Electron. Eng., February, 2023

AI-SAM: Automatic and Interactive Segment Anything Model.
CoRR, 2023

Learning to Adapt to Online Streams with Distribution Shifts.
CoRR, 2023

BBox-Guided Segmentor: Leveraging expert knowledge for accurate stroke lesion segmentation using weakly supervised bounding box prior.
Comput. Medical Imaging Graph., 2023

Enhancing Automatic Placenta Analysis Through Distributional Feature Recomposition in Vision-Language Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Learning Emotion Representations from Verbal and Nonverbal Communication.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
CAPTAIN: Comprehensive Composition Assistance for Photo Taking.
ACM Trans. Multim. Comput. Commun. Appl., 2022

SSAS: Spatiotemporal Scale Adaptive Selection for Improving Bias Correction on Precipitation.
IEEE Trans. Cybern., 2022

Automated 3D segmentation of guard cells enables volumetric analysis of stomatal biomechanics.
Patterns, 2022

<i>DeepStroke</i>: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning.
Medical Image Anal., 2022

Robust Precipitation Bias Correction Through an Ordinal Distribution Autoencoder.
IEEE Intell. Syst., 2022

MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose.
CoRR, 2022

Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Benchmark for Lifelong Crowd Counting.
CoRR, 2022

Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning.
CoRR, 2022

A Machine Learning Paradigm for Studying Pictorial Realism: Are Constable's Clouds More Real than His Contemporaries?
CoRR, 2022

Using Navigational Information to Learn Visual Representations.
CoRR, 2022

Vision-Language Contrastive Learning Approach to Robust Automatic Placenta Analysis Using Photographic Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning.
CoRR, 2021

Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing.
CoRR, 2021

LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-Weighted MR Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
PaDNet: Pan-Density Crowd Counting.
IEEE Trans. Image Process., 2020

SCOTT: Shape-Location Combined Tracking with Optimal Transport.
SIAM J. Math. Data Sci., 2020

Multi-region saliency-aware learning for cross-domain placenta image segmentation.
Pattern Recognit. Lett., 2020

ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild.
Int. J. Comput. Vis., 2020

AI-PLAX: AI-based placental assessment and examination using photos.
Comput. Medical Imaging Graph., 2020

Toward Rapid Stroke Diagnosis with Multimodal Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Targeted Data-driven Regularization for Out-of-Distribution Generalization.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Panel: Bodily Expressed Emotion Understanding Research: A Multidisciplinary Perspective.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

MEBOW: Monocular Estimation of Body Orientation in the Wild.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
A microservice-based architecture for enhancing the user experience in cross-device distributed mashup UIs with multiple forms of interaction.
Univers. Access Inf. Soc., 2019

Crowd Counting With Limited Labeling Through Submodular Frame Selection.
IEEE Trans. Intell. Transp. Syst., 2019

Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion.
IEEE Trans. Geosci. Remote. Sens., 2019

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data.
IEEE Trans. Affect. Comput., 2019

A recommender system for component-based applications using machine learning techniques.
Knowl. Based Syst., 2019

PlacentaNet: Automatic Morphological Characterization of Placenta Photos with Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018
Discovering Triangles in Portraits for Supporting Photographic Creation.
IEEE Trans. Multim., 2018

A flexible data acquisition system for storing the interactions on mashup user interfaces.
Comput. Stand. Interfaces, 2018

PaDNet: Pan-Density Crowd Counting.
CoRR, 2018

Skeleton matching with applications in severe weather detection.
Appl. Soft Comput., 2018

Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Fast Discrete Distribution Clustering Using Wasserstein Barycenter With Sparse Support.
IEEE Trans. Signal Process., 2017

Detecting Dominant Vanishing Points in Natural Scenes with Application to Composition-Sensitive Image Retrieval.
IEEE Trans. Multim., 2017

Severe Thunderstorm Detection by Visual Learning Using Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2017

Microexpression Identification and Categorization Using a Facial Dynamics Map.
IEEE Trans. Affect. Comput., 2017

Beyond Saliency: Assessing Visual Balance with High-level Cues.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Intelligent Portrait Composition Assistance: Integrating Deep-learned Models and Photography Idea Retrieval.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization.
Proceedings of the 34th International Conference on Machine Learning, 2017

Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

An investigation into three visual characteristics of complex scenes that evoke human emotion.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016
Simulating rainfall, water evaporation and groundwater flow in three-dimensional satellite images with cellular automata.
Simul. Model. Pract. Theory, 2016

Modeling Photographic Composition via Triangles.
CoRR, 2016

Detecting Vanishing Points in Natural Scenes with Application in Photo Composition Analysis.
CoRR, 2016

Storm Detection by Visual Learning Using Satellite Images.
CoRR, 2016

Joint Image and Text Representation for Aesthetics Analysis.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Optimally Storing the User Interaction in Mashup Interfaces Within a Relational Database.
Proceedings of the Current Trends in Web Engineering, 2016

Identifying Emotions Aroused from Paintings.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Shape matching using skeleton context for automated bow echo detection.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Parallel Massive Clustering of Discrete Distributions.
ACM Trans. Multim. Comput. Commun. Appl., 2015

Rating Image Aesthetics Using Deep Learning.
IEEE Trans. Multim., 2015

Image-Specific Prior Adaptation for Denoising.
IEEE Trans. Image Process., 2015

Contextual and Hierarchical Classification of Satellite Images Based on Cellular Automata.
IEEE Trans. Geosci. Remote. Sens., 2015

Accelerated Discrete Distribution Clustering under Wasserstein Distance.
CoRR, 2015

Evolving Mashup Interfaces Using a Distributed Machine Learning and Model Transformation Methodology.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2015 Workshops, 2015

Modeling Perspective Effects in Photographic Composition.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Deep Multi-patch Aggregation Network for Image Style, Aesthetics, and Quality Estimation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Photo Composition Feedback and Enhancement - Exploiting Spatial Design Categories and the Notan Dark-Light Principle.
Proceedings of the Mobile Cloud Visual Media Computing - From Interaction to Service, 2015

2014
Fuzzy Content-Based Image Retrieval for Oceanic Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2014

RAPID: Rating Pictorial Aesthetics using Deep Learning.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Locating visual storm signatures from satellite images.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Enhancing Training Collections for Image Annotation: An Instance-Weighted Mixture Modeling Approach.
IEEE Trans. Image Process., 2013

Parallel D2-Clustering: Large-Scale Clustering of Discrete Distributions
CoRR, 2013

2012
Rhythmic Brushstrokes Distinguish van Gogh from His Contemporaries: Findings via Automated Brushstroke Extraction.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Thin Cloud Detection of All-Sky Images Using Markov Random Fields.
IEEE Geosci. Remote. Sens. Lett., 2012

OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers.
Int. J. Comput. Vis., 2012

On shape and the computability of emotions.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

2011
Aesthetics and Emotions in Images.
IEEE Signal Process. Mag., 2011

Automatic image semantic interpretation using social action and tagging data.
Multim. Tools Appl., 2011

SHIRAZ: an automated histology image annotation system for zebrafish phenomics.
Multim. Tools Appl., 2011

Analysis of cypriot icon faces using ICA-enhanced active shape model representation.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

SHIRAZ and CABERNET: Leveraging Automation, Crowdsourcing, and Ontologies to Improve the Accuracy and Throughput of Zebrafish Histological Phenotype Annotations.
Proceedings of the 2nd International Conference on Biomedical Ontology, 2011

2010
Feature Selection in AVHRR Ocean Satellite Images by Means of Filter Methods.
IEEE Trans. Geosci. Remote. Sens., 2010

Determining the sexual identities of prehistoric cave artists using digitized handprints: a machine learning approach.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Training data collection system for a learning-based photographic aesthetic quality inference engine.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Quest for relevant tags using local interaction networks and visual content.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

ACQUINE: aesthetic quality inference engine - real-time automatic rating of photo aesthetics.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

2009
Exploiting the human-machine gap in image recognition for designing CAPTCHAs.
IEEE Trans. Inf. Forensics Secur., 2009

Automated analysis of images in documents for intelligent document search.
Int. J. Document Anal. Recognit., 2009

Characterizing elegance of curves computationally for distinguishing Morrisseau paintings and the imitations.
Proceedings of the International Conference on Image Processing, 2009

2008
Image processing for artist identification.
IEEE Signal Process. Mag., 2008

Real-World Image Annotation and Retrieval: An Introduction to the Special Section.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Real-Time Computerized Annotation of Pictures.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Image retrieval: Ideas, influences, and trends of the new age.
ACM Comput. Surv., 2008

A metadata generation system for scanned scientific volumes.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Boosted cannabis image recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Algorithmic inferencing of aesthetics and emotion in natural images: An exposition.
Proceedings of the International Conference on Image Processing, 2008

Automatic lattice detection in near-regular histology array images.
Proceedings of the International Conference on Image Processing, 2008

Towards efficient automated characterization of irregular histology images via transformation to frieze-like patterns.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007
High diversity transforms multimedia information retrieval into a cross-cutting field: report on the 8th Workshop on Multimedia Information Retrieval.
SIGMOD Rec., 2007

Toward Bridging the Annotation-Retrieval Gap in Image Search.
IEEE Multim., 2007

Deriving knowledge from figures for digital libraries.
Proceedings of the 16th International Conference on World Wide Web, 2007

Intelligent Parsing of Scanned Volumes for Web Based Archives.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

Learning the consensus on visual quality for next-generation image management.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Tagging over time: real-world image annotation by lightweight meta-learning.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Automatic Extraction of Data from 2-D Plots in Documents.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
The Story Picturing Engine - a system for automatic text illustration.
ACM Trans. Multim. Comput. Commun. Appl., 2006

A Computationally Efficient Approach to the Estimation of Two- and Three-Dimensional Hidden Markov Models.
IEEE Trans. Image Process., 2006

MILES: Multiple-Instance Learning via Embedded Instance Selection.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Machine annotation and retrieval for digital imagery of historical materials.
Int. J. Digit. Libr., 2006

An architecture for creating collaborative semantically capable scientific data sharing infrastructures.
Proceedings of the Eigth ACM International Workshop on Web Information and Data Management (WIDM 2006), 2006

PARAgrab: A Comprehensive Architecture for Web Image Management and Multimodal Querying.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Toward bridging the annotation-retrieval gap in image search by a generative modeling approach.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Diversity in multimedia information retrieval research.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Automatic categorization of figures in scientific documents.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006

Studying Aesthetics in Photographic Images Using a Computational Approach.
Proceedings of the Computer Vision, 2006

QCHARM: A Novel Computational and Scientific Visualization Framework for Facilitating Discovery and Improving Diagnostic Reliability in Medicine.
Proceedings of the AMIA 2006, 2006

2005
CLUE: cluster-based retrieval of images by unsupervised learning.
IEEE Trans. Image Process., 2005

Digital imagery for significant cultural and historical materials.
Int. J. Digit. Libr., 2005

Multimedia Systems and Content-Based Image Retrieval. By Sagarmay Deb, Idea Group Publishing, 2004, $79.95 ISBN 1-59140-156-9.
Inf. Process. Manag., 2005

IMAGINATION: a robust image-based CAPTCHA generation system.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Content-based image retrieval: approaches and trends of the new age.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Parameter estimation of multi-dimensional hidden Markov models - a scalable approach.
Proceedings of the 2005 International Conference on Image Processing, 2005

ALIP: The Automatic Linguistic Indexing of Pictures System.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

A Sparse Support Vector Machine Approach to Region-Based Image Categorization.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Machine Learning and Statistical Modeling Approaches to Image Retrieval
The Kluwer International Series on Information Retrieval 14, Kluwer, ISBN: 978-1-4020-8035-7, 2004

Studying digital imagery of ancient paintings by mixtures of stochastic models.
IEEE Trans. Image Process., 2004

Image Categorization by Learning and Reasoning with Regions.
J. Mach. Learn. Res., 2004

The story picturing engine: finding elite images to illustrate a story using mutual reinforcement.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Stochastic modeling of volume images with a 3-d hidden markov model.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Support vector learning for fuzzy rule-based classification systems.
IEEE Trans. Fuzzy Syst., 2003

Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Content-based image retrieval by clustering.
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2003

An unsupervised learning approach to content-based image retrieval.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Evaluation strategies for automatic linguistic indexing of pictures.
Proceedings of the 2003 International Conference on Image Processing, 2003

Looking beyond region boundaries: a robust image similarity measure using fuzzified region features.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Kernel machines and additive fuzzy systems: classification and function approximation.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

SST: an algorithm for finding near-exact sequence matches in time proportional to the logarithm of the database size.
Bioinform., 2002

Learning-based linguistic indexing of pictures with 2--d MHMMs.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Progressive display of very high resolution images using wavelets.
Proceedings of the AMIA 2002, 2002

2001
Integrated Region-Based Image Retrieval
The Kluwer International Series on Information Retrieval 11, Kluwer, ISBN: 978-1-4615-1641-5, 2001

SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Unsupervised Multiresolution Segmentation for Images with Low Depth of Field.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Wavelets and Imaging Informatics: A Review of the Literature.
J. Biomed. Informatics, 2001

FIRM: fuzzily integrated region matching for content-based image retrieval.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Scalable integrated region-based image retrieval using IRM and statistical clustering.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001

A scalable integrated region-based image retrieval system.
Proceedings of the 2001 International Conference on Image Processing, 2001

RF*IPF: A Weighting Scheme for Multimedia Information Retrieval.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

2000
Region-based retrieval of biomedical images.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

SIMPLIcity: a region-based retrieval system for picture libraries and biomedical image databases.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

IRM: integrated region matching for image retrieval.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Classification of Textured and Non-Textured Images Using Region Segmentation.
Proceedings of the 2000 International Conference on Image Processing, 2000

Pathfinder: multiresolution region-based searching of pathology images using IRM.
Proceedings of the AMIA 2000, 2000

1999
Semantics-sensitive Retrieval for Digital Picture Libraries.
D Lib Mag., 1999

Multiresolution Object-of-Interest Detection for Images with Low Depth of Field.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
System for screening objectionable images.
Comput. Commun., 1998

Classifying Objectionable Websites Based on Image Content.
Proceedings of the Interactive Distributed Multimedia Systems and Telecommunication Services, 1998

System for efficient and secure distribution of medical images on the Internet.
Proceedings of the AMIA 1998, 1998

1997
Content-Based Image Indexing and Searching Using Daubechies' Wavelets.
Int. J. Digit. Libr., 1997

System for Screening Objectionable Images Using Daubechies' Wavelets and Color Histograms.
Proceedings of the Interactive Distributed Multimedia Systems and Telecommunication Services, 1997

A Textual Information Detection and Elimination System for Secure Medical Image Distribution.
Proceedings of the AMIA 1997, 1997

Wavelet-Based Image Indexing Techniques with Partial Sketch Retrieval Capability.
Proceedings of the 4th International Forum on Research and Technology Advances in Digital Libraries (ADL '97), 1997


  Loading...