Irene Cheng

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 105

Top Venues

Publications

Frincy Clement, Ji Yang, Irene Cheng
Feature CAM: Interpretable AI in Image Classification. CoRR (2024)
Xue Lv, Chengcai Leng, Jinye Peng, Zhao Pei, Irene Cheng, Anup Basu
Incremental semi-supervised graph learning NMF with block-diagonal. Eng. Appl. Artif. Intell. 130 (2024)
Frincy Clement, Kirtan Shah, Dhara Pancholi, Gabriel Lugo Bustillo, Irene Cheng
Textureless Object Recognition: An Edge-based Approach. CoRR (2024)
Ning Li, Chengcai Leng, Irene Cheng, Anup Basu, Licheng Jiao
Dual-Graph Global and Local Concept Factorization for Data Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Siddharth Jha, Zichen Gui, Benjamin Delbos, Richard Moreau, Arnaud Lelevé, Irene Cheng
Interactive Manipulation and Visualization of 3D Brain MRI for Surgical Training. CoRR (2024)
Zhongrun Zhou, Xinyao Sun, Fei Yang, Zheng Wang, Ryan Goldsbury, Irene Cheng
GANInSAR: Deep Generative Modeling for Large-Scale InSAR Signal Simulation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Gabriel Lugo Bustillo, Rutvik Chauhan, Irene Cheng
Exploring terrestrial point clouds with Google Street View for discovery and fine-grained catalog of urban objects. ISM (2023)
Sachin Vijay Kumar, Xinyao Sun, Zheng Wang, Ryan Goldsbury, Irene Cheng
A U-Net Approach for InSAR Phase Unwrapping and Denoising. Remote. Sens. 15 (21) (2023)
Gabriel Lugo Bustillo, Joey Quinlan, Lingrui Zhou, Md Nahid Sadik, Irene Cheng
Active Learning for Multi-Class Vehicle Categorization and Traffic Analysis in complex environments. ISM (2023)
Joshua Billson, Md Samiul Islam, Xinyao Sun, Irene Cheng
Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transplantation. Remote. Sens. 15 (5) (2023)
MD Samiul Islam, Xinyao Sun, Zheng Wang, Irene Cheng
FAPNET: Feature Fusion with Adaptive Patch for Flood-Water Detection and Monitoring. Sensors 22 (21) (2022)
Xiaolei Liu, Chengcai Leng, Xiaoming Niu, Zhao Pei, Irene Cheng, Anup Basu
Find Small Objects in UAV Images by Feature Mining and Attention. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jatin Dawar, Prem Raheja, Utkarsh Vashisth, Nasim Hajari, Irene Cheng
Unleashing the Potential of Data Analytics Through Music. ICSM (2022)
Gabriel Lugo, Amit Upreti, Irene Cheng
Multiscale point feature object localization for hydrant surveying using LiDAR. MIPR (2022)
Gabriel Lugo Bustillo, Nasim Hajari, Irene Cheng
Semi-supervised learning approach for localization and pose estimation of texture-less objects in cluttered scenes. Array 16 (2022)
Palak, Benjamin Delbos, Rémi Chalard, Richard Moreau, Arnaud Lelevé, Irene Cheng
3D Segmentation and Visualization of Human Brain CT Images for Surgical Training - A VTK Approach. ICSM (2022)
Nasim Hajari, Irene Cheng
A Real-Time Fall Classification Model Based on Frame Series Motion Deformation. ICSM (2022)
Gabriel Lugo Bustillo, Ryan Li, Rutvik Chauhan, Zihao Wang, Palak Tiwary, Utkarsh Pandey, Archi Patel, Steve Rombough, Rod Schatz, Irene Cheng
LiSurveying: A high-resolution TLS-LiDAR benchmark. Comput. Graph. 107 (2022)
Zhen Deng, Shuhao Hu, Shibai Yin, Yibin Wang, Anup Basu, Irene Cheng
Multi-step implicit Adams predictor-corrector network for fire detection. IET Image Process. 16 (9) (2022)
Mingpei Tang, Chengcai Leng, Irene Cheng
Hyperspectral Image Denoising Based on Dual Low-Rank Structure Preservation. ICSM (2022)
Xinyao Sun, Aaron Zimmer, Subhayan Mukherjee, Parwant Ghuman, Irene Cheng
IGS-CMAES: A Two-Stage Optimization for Ground Deformation and DEM Error Estimation in Time Series InSAR Data. Remote. Sens. 13 (13) (2021)
Yameng Hong, Chengcai Leng, Xinyue Zhang, Zhao Pei, Irene Cheng, Anup Basu
HOLBP: Remote Sensing Image Registration Based on Histogram of Oriented Local Binary Pattern Descriptor. Remote. Sens. 13 (12) (2021)
Tahjid Ashfaque Mostafa, Irene Cheng
Image Prior Transfer and Ensemble Architectures for Parkinson's Disease Detection. ISVC (1) (2021)
Carlos Lastre-Dominguez, Nasim Hajari, Chester Ho, Oscar Ibarra-Manzano, Irene Cheng
Human Body Parts Tracking from Pressure Data: Toward Effective Pressure Injury Assessment. HCI (8) (2021)
Guillermina Vivar-Estudillo, Nasim Hajari, Mario Alberta Ibarra-Manzano, Irene Cheng
Parkinson's Disease Detection and Diagnosis from fMRI: A Literature Review. HCI (7) (2021)
Jinjiang Guo, Vincent Vidal, Irene Cheng, Anup Basu, Atilla Baskurt, Guillaume Lavoué
Subjective and Objective Visual Quality Assessment of Textured 3D Meshes. CoRR (2021)
Nasim Hajari, Carlos Lastre-Dominguez, Chester Ho, Oscar Ibarra-Manzano, Irene Cheng
Longitudinal In-Bed Pressure Signals Decomposition and Gradients Analysis for Pressure Injury Monitoring. Sensors 21 (13) (2021)
Chuyang Liu, Zihao Jian, Minshan Xie, Irene Cheng
A Real-Time Mobile Application for Cattle Tracking using Video Captured from a Drone. ISNCC (2021)
Xuanyi Wu, Irene Cheng, Zhenkun Zhou, Anup Basu
RAVA: Region-Based Average Video Quality Assessment. Sensors 21 (16) (2021)
Xinyue Zhang, Chengcai Leng, Yameng Hong, Zhao Pei, Irene Cheng, Anup Basu
Multimodal Remote Sensing Image Registration Methods and Advancements: A Survey. Remote. Sens. 13 (24) (2021)
Subhayan Mukherjee, Aaron Zimmer, Xinyao Sun, Parwant Ghuman, Irene Cheng
An Unsupervised Generative Neural Approach for InSAR Phase Filtering and Coherence Estimation. IEEE Geosci. Remote. Sens. Lett. 18 (11) (2021)
Tahjid Ashfaque Mostafa, Sara Soltaninejad, Tara L. McIsaac, Irene Cheng
A Comparative Study of Time Frequency Representation Techniques for Freeze of Gait Detection and Prediction. Sensors 21 (19) (2021)
Yameng Hong, Chengcai Leng, Xinyue Zhang, Huaiping Yan, Jinye Peng, Licheng Jiao, Irene Cheng, Anup Basu
SAR Image Registration Based on ROEWA-Blocks and Multiscale Circle Descriptor. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xinyao Sun, Aaron Zimmer, Subhayan Mukherjee, Navaneeth Kamballur Kottayil, Parwant Ghuman, Irene Cheng
DeepInSAR - A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation. Remote. Sens. 12 (14) (2020)
Tahjid Ashfaque Mostafa, Irene Cheng
Parkinson's Disease Detection with Ensemble Architectures based on ILSVRC Models. CoRR (2020)
Subhayan Mukherjee, Aaron Zimmer, Navaneeth Kamballur Kottayil, Xinyao Sun, Parwant Ghuman, Irene Cheng
CNN-based InSAR Denoising and Coherence Metric. CoRR (2020)
Subhayan Mukherjee, Guan-Ming Su, Irene Cheng
Adaptive Dithering Using Curved Markov-Gaussian Noise in the Quantized Domain for Mapping SDR to HDR Image. CoRR (2020)
Jatin Dawar, Prem Raheja, Utkarsh Vashisth, Irene Cheng, Anup Basu
Color Balanced Histogram Equalization for Image Enhancement. ICME Workshops (2020)
Harsh Sharma, Sara Soltaninejad, Irene Cheng
Automated Classification of Parkinson's Disease Using Diffusion Tensor Imaging Data. ISVC (2) (2020)
Subhayan Mukherjee, Aaron Zimmer, Xinyao Sun, Parwant Ghuman, Irene Cheng
CNN-based InSAR Coherence Classification. CoRR (2020)
Tahjid Ashfaque Mostafa, Irene Cheng
Parkinson's Disease Detection Using Ensemble Architecture from MR Images. CoRR (2020)
Tahjid Ashfaque Mostafa, Irene Cheng
. BIBE (2020)
Nasim Hajari, Gabriel Lugo Bustillo, Harsh Sharma, Irene Cheng
Marker-Less 3d Object Recognition and 6d Pose Estimation for Homogeneous Textureless Objects: An RGB-D Approach. Sensors 20 (18) (2020)
Subhayan Mukherjee, Navaneeth Kamballur Kottayil, Xinyao Sun, Irene Cheng
CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance. CoRR (2020)
Subhayan Mukherjee, Aaron Zimmer, Xinyao Sun, Parwant Ghuman, Irene Cheng
A Novel Generative Neural Approach for InSAR Joint Phase Filtering and Coherence Estimation. CoRR (2020)
Subhayan Mukherjee, Irene Cheng, Steven P. Miller, Ting Guo, Vann Chau, Anup Basu
A fast segmentation-free fully automated approach to white matter injury detection in preterm infants. Medical Biol. Eng. Comput. 57 (1) (2019)
Subhayan Mukherjee, Navaneeth Kamballur Kottayil, Xinyao Sun, Irene Cheng
CNN-Based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance. ICIAR (1) (2019)
Xinyao Sun, Aaron Zimmer, Subhayan Mukherjee, Navaneeth Kamballur Kottayil, Parwant Ghuman, Irene Cheng
DeepInSAR: A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation. CoRR (2019)
Gabriel Lugo, Nasim Hajari, Ashley Reddy, Irene Cheng
Textureless Object Recognition Using an RGB-D Sensor. ICSM (2019)
Subhayan Mukherjee, Giuseppe Valenzise, Irene Cheng
Potential of deep features for opinion-unaware, distortion-unaware, no-reference image quality assessment. CoRR (2019)
Sara Soltaninejad, Pengda Xu, Irene Cheng
Parkinson's Disease Mid-Brain Assessment using MR T2 Images. BIBE (2019)
Sara Soltaninejad, Anup Basu, Irene Cheng
Automatic Classification and Monitoring of Denovo Parkinson's Disease by Learning Demographic and Clinical Features. EMBC (2019)
Christopher West, Sara Soltaninejad, Irene Cheng
Assessing the Capability of Deep-Learning Models in Parkinson's Disease Diagnosis. ICSM (2019)
Guillermina Vivar-Estudillo, Dora Luz Almanza-Ojeda, Irene Cheng, Juan-Carlos Gomez, Jose A. Andrade-Lucio, Mario Alberto Ibarra-Manzano
Contrast and Homogeneity Feature Analysis for Classifying Tremor Levels in Parkinson's Disease Patients. Sensors 19 (9) (2019)
Chengcai Leng, Hai Zhang, Guorong Cai, Irene Cheng, Anup Basu
Graph regularized Lp smooth non-negative matrix factorization for data representation. IEEE CAA J. Autom. Sinica 6 (2) (2019)
Tao Wang, Irene Cheng, Anup Basu
Fully Automatic Brain Tumor Segmentation using a Normalized Gaussian Bayesian Classifier and 3D Fluid Vector Flow. CoRR (2019)
Sara Soltaninejad, Irene Cheng, Anup Basu
Kin-FOG: Automatic Simulated Freezing of Gait (FOG) Assessment System for Parkinson's Disease. Sensors 19 (10) (2019)
Subhayan Mukherjee, Giuseppe Valenzise, Irene Cheng
Potential of Deep Features for Opinion-Unaware, Distortion-Unaware, No-Reference Image Quality Assessment. ICSM (2019)
Kushal Mahalingaiah, Harsh Sharma, Priyanka Kaplish, Irene Cheng
Semantic Learning for Image Compression (SLIC). ICSM (2019)
Harsh Sharma, Changjiang Liu, Irene Cheng
Synthetic Aerial Image Generation and Runway Segmentation. ICSM (2019)
Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frédéric Dufaux, Irene Cheng
Learning Local Distortion Visibility From Image Quality Data-sets. CoRR (2018)
Subhayan Mukherjee, Guan-Ming Su, Irene Cheng
Adaptive Dithering Using Curved Markov-Gaussian Noise in the Quantized Domain for Mapping SDR to HDR Image. ICSM (2018)
Subhayan Mukherjee, Aaron Zimmer, Navaneeth Kamballur Kottayil, Xinyao Sun, Parwant Ghuman, Irene Cheng
CNN-Based InSAR Denoising and Coherence Metric. IEEE SENSORS (2018)
Subhayan Mukherjee, Irene Cheng, Anup Basu
Atlas-Free Method of Periventricular Hemorrhage Detection from Preterm Infants' T1 MR Images. ICSM (2018)
Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frédéric Dufaux, Irene Cheng
Blind Quality Estimation by Disentangling Perceptual and Noisy Features in High Dynamic Range Images. IEEE Trans. Image Process. 27 (3) (2018)
Subhayan Mukherjee, Aaron Zimmer, Xinyao Sun, Parwant Ghuman, Irene Cheng
CNN-based InSAR Coherence Classification. IEEE SENSORS (2018)
Sara Soltaninejad, Andres Rosales-Castellanos, Fang Ba, Mario Alberto Ibarra-Manzano, Irene Cheng
Body Movement Monitoring for Parkinson's Disease Patients Using A Smart Sensor Based Non-Invasive Technique. HealthCom (2018)
Navaneeth Kamballur Kottayil, Aaron Zimmer, Subhayan Mukherjee, Xinyao Sun, Parwant Ghuman, Irene Cheng
Accurate Pixel-Based Noise Estimation for InSAR Interferograms. IEEE SENSORS (2018)
Changjiang Liu, Irene Cheng, Anup Basu
Synthetic Vision Assisted Real-Time Runway Detection for Infrared Aerial Images. ICSM (2018)
Nasim Hajari, Wenjing He, Irene Cheng, Anup Basu, Bin Zheng
Spatio-Temporal Eye Gaze Data Analysis to Better Understand Team Cognition. ICSM (2018)
Navaneeth Kamballur Kottayil, Irene Cheng, Kumaradevan Punithakumar, Anup Basu
Adapting Texture Compression to Perceptual Quality Metric for Textured 3D Models. ICSM (2018)
Subhayan Mukherjee, Irene Cheng, Steven Miller, Jessie Guo, Vann Chau, Anup Basu
A Fast Segmentation-free Fully Automated Approach to White Matter Injury Detection in Preterm Infants. CoRR (2018)
Sara Soltaninejad, Irene Cheng, Anup Basu
Towards the Identification of Parkinson's Disease Using only T1 MR Images. ICSM (2018)
Xinyao Sun, Navaneeth Kamballur Kottayil, Subhayan Mukherjee, Irene Cheng
Adversarial Training for Dual-Stage Image Denoising Enhanced with Feature Matching. ICSM (2018)
Changjiang Liu, Irene Cheng, Anup Basu
Real-Time Runway Detection for Infrared Aerial Image Using Synthetic Vision and an ROI Based Level Set Method. Remote. Sens. 10 (10) (2018)
Mehdi Faraji, Irene Cheng, Iris Naudin, Anup Basu
Segmentation of Arterial Walls in Intravascular Ultrasound Cross-Sectional Images Using Extremal Region Selection. CoRR (2018)
Ruixing Yu, Irene Cheng, Bing Zhu, Sweta Bedmutha, Anup Basu
Adaptive Resolution Optimization and Tracklet Reliability Assessment for Efficient Multi-Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 28 (7) (2018)
Navaneeth Kamballur Kottayil, Irene Cheng, Giuseppe Valenzise, Frédéric Dufaux
Learning Local Distortion Visibility from Image Quality. ICIP (2018)
Sara Soltaninejad, Irene Cheng, Anup Basu
Towards the identification of Parkinson's Disease using only T1 MR Images. CoRR (2018)
Navaneeth Kamballur Kottayil, Irene Cheng
A content-specific IQM augmentation technique for better assessment of image quality. SMC (2017)
Xinyao Sun, Simon Byrns, Irene Cheng, Bin Zheng, Anup Basu
Smart Sensor-Based Motion Detection System for Hand Movement Training in Open Surgery. J. Medical Syst. 41 (1) (2017)
Changjiang Liu, Irene Cheng, Anup Basu, Jun Ye
Robust MRI abnormality detection using background noise removal with polyfit surface evolution. EURASIP J. Image Video Process. 2017 (2017)
Jinjiang Guo, Vincent Vidal, Irene Cheng, Anup Basu, Atilla Baskurt, Guillaume Lavoué
Subjective and Objective Visual Quality Assessment of Textured 3D Meshes. ACM Trans. Appl. Percept. 14 (2) (2017)
Subhayan Mukherjee, Irene Cheng, Anup Basu
Highlighting objects of interest in an image by integrating saliency and depth. CoRR (2017)
Navaneeth K. Kottayil, Irene Cheng, Frédéric Dufaux, Anup Basu
A Color Intensity Invariant Low Level Feature Optimization Framework for Image Quality Assessment. CoRR (2017)
Navaneeth Kamballur Kottayil, Rositsa Bogdanova, Irene Cheng, Anup Basu, Bin Zheng
Investigation of Gaze Patterns in Multi View Laparoscopic Surgery. CoRR (2017)
Subhayan Mukherjee, Irene Cheng, Ram Mohana Reddy Guddeti, Anup Basu
Entropy-difference based stereo error detection. CoRR (2017)
Housam Khalifa Bashier Babiker, Randy Goebel, Irene Cheng
Facial expression recognition using SVM classification on mic-macro patterns. ICIP (2017)
Gabriel Lugo, Mario Alberto Ibarra-Manzano, Fang Ba, Irene Cheng
Virtual reality and hand tracking system as a medical tool to evaluate patients with parkinson's. PervasiveHealth (2017)
Navaneeth Kamballur Kottayil, Giuseppe Valenzise, Frédéric Dufaux, Irene Cheng
Blind High Dynamic Range Quality estimation by disentangling perceptual and noise features in images. CoRR (2017)
Xinyao Sun, Anup Basu, Irene Cheng
Multi-Sensor Motion Fusion Using Deep Neural Network Learning. Int. J. Multim. Data Eng. Manag. 8 (4) (2017)
Chengcai Leng, Zhen Chen, Guorong Cai, Irene Cheng, Zhihui Xiong, Jie Tian, Anup Basu
Total variation constrained graph regularized NMF for medical image registration. IVMSP (2016)
Xinyao Sun, Irene Cheng, Anup Basu
Spatio-Temporally Optimized Multi-sensor Motion Fusion. ISM (2016)
Subhayan Mukherjee, Irene Cheng, Ram Mohana Reddy Guddeti, Anup Basu
Entropy-difference based stereo error detection. IVMSP (2016)
Navaneeth K. Kottayil, Irene Cheng, Frédéric Dufaux, Anup Basu
A color intensity invariant low-level feature optimization framework for image quality assessment. Signal Image Video Process. 10 (6) (2016)
Antonio Carlos Furtado, Irene Cheng, Eric Fung, Bin Zheng, Anup Basu
Low resolution tool tracking for microsurgical training in a simulated environment. EMBC (2016)
Nasim Hajari, Irene Cheng, Anup Basu
Robust Human Animation Skeleton Extraction Using Compatibility and Correctness Constraints. ISM (2016)
Antonio Carlos Furtado, Irene Cheng, Frédéric Dufaux, Anup Basu
Robust Transmission of Motion Capture Data using Interleaved LDPC and Inverse Kinematics. Eurographics (Short Papers) (2016)
Navaneeth K. Kottayil, Rositsa Bogdanova, Irene Cheng, Bin Zheng, Anup Basu
Investigation of gaze patterns in multi view laparoscopic surgery. EMBC (2016)
Nasim Hajari, Irene Cheng, Bin Zheng, Anup Basu
Determining team cognition from delay analysis using cross recurrence plot. EMBC (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Irene Cheng