Output · Selected works
Selected publications, recent.
Peer-reviewed work by the ROSS team, indexed from Google Scholar.
20263 papers
Dynamic risk assessment of riverbank collapse: A cascading framework integrating explainable AI and InSAR
W Ding, X Li, I Cheng, Z Wang, H Cheng, J Wu, Q Yang, Z Ren, X Zhao, et al.
Utilizing Feature Embedding to Recognize Fire-Prone Region
S. Lad, I. Cheng
An Analysis of Post-fire Active Reforestation Using Sentinel-2
M. Bakija, B. Kacsmar, I. Cheng
202515 papers
Comparing Pose Estimation Models For Lower-Body Joints
B Sehgal, T Truong, I Cheng
A Lightweight Deep Learning and Data Augmentation Framework for Cattle Weight Estimation Under Unstable Camera Conditions and Small Datasets
SV Kumar, X Sun, I Cheng
Prior knowledge-informed semantic segmentation framework for precise glacial lake mapping from multimodal imagery
H Tan, L Jiang, H Liu, T Zhang, I Cheng
Remote Sensing-Based Rice Mapping in Brazil: Identifying the Best Approach for Segmenting Different Spectral Compositions using Deep Learning
MDS Islam, ADB Garcia, IDA Sanches, VR Prudente, I Cheng
Multi-view nonnegative matrix factorization via orthogonal and adversarial graph regularization
N Li, C Leng, J Peng, I Cheng, A Basu, L Jiao
Block information strategy for multi-modal remote sensing image registration
Y Hong, C Leng, B Liu, J Peng, I Cheng, A Basu
MFEL-YOLO for small object detection in UAV aerial images
T Hou, C Leng, J Wang, Z Pei, J Peng, I Cheng, A Basu
Emissivity-Guided Thermal Image Encoding: A Robust Multitask Learning Approach for Object Detection
F Yang, H Qiu, I Cheng
Neural Network Structural Pruning and Acceleration in Frequency Domain
N Zhu, X Sun, I Cheng
Feature enhancement of local self-similarity in multi-modal image matching
Y Hong, C Leng, J Peng, Z Pei, I Cheng, A Basu
Orthogonal diversity nonnegative matrix factorization for multi-view clustering
X Zhang, C Leng, J Peng, I Cheng, A Basu
How do Body Mass Index (BMI) and Gender Affect Time-Up-and-Go Measurements
D Rendon, M Ibarra, I Cheng
Scale and shape-aware network with prediction decoupling for building fine-grained change detection
J Wang, C Leng, M Zhang, X Li, I Cheng, A Basu, L Jiao
Irrigated rice-field mapping in Brazil using phenological stage information and optical and microwave remote sensing
ADB Garcia, MDS Islam, VHR Prudente, IDA Sanches, I Cheng
Poster: Custody-Preserving AI Agent Delegation for Decentralized Applications via World AI Protocol
X Sun, X Wu, S Zhang, J Sun
202421 papers
IoT and UAV imaging for indoor plant disease detection
M Lishchynskyi, T Hossain, I Cheng
Haptic Feedback Integration for Surgical Training Simulation
S Jha, Z Gui, B Delbos, R Moreau, A Lelevé, I Cheng
Evaluation of multiple SAR speckling filter techniques performance in irrigated rice areas
ADB Garcia, JJ Celeste, I Cheng, VHR Prudente, IDA Sanches
Trajectory Agnostic Livestock Counting Through UAV Imaging
M Lishchynskyi, I Cheng, I Nikolaidis
Blockchain Shield — Advanced Threat Detection & Forensic Analysis Platform
N Zhu, J Sun, S Zhang, X Sun, I Cheng
Vegetation Health Assessment Through a Novel Index Approximation Filter and K-Means Clustering
F Yang, I Cheng
Interactive Manipulation and Visualization of 3D Brain MRI for Surgical Training
Z Gui, S Jha, B Delbos, R Moreau, R Chalard, A Lelevé, I Cheng
Incremental semi-supervised graph learning NMF with block-diagonal
X Lv, C Leng, J Peng, Z Pei, I Cheng, A Basu
AF Mask R-CNN: Attention Fused Mask R-CNN Mechanism for Instance Segmentation
Z Su, C Leng, I Cheng
Image Based Cattle Monitoring System
B Zala, R Gandhi, F Yang, T Valente, I Cheng
Pattern Recognition in Apple Orchards During Dormancy and Bud Development
B Sehgal, R Gandhi, I Cheng
Concept Factorization with Manifold and Orthogonal Constraint for Data Representation
H Zhang, H Wu, C Leng, N Li, I Cheng
Textureless Object Recognition: An Edge-based Approach
F Clement, K Shah, D Pancholi, GL Bustillo, I Cheng
Feature CAM: Interpretable AI in Image Classification
F Clement, J Yang, I Cheng
GANInSAR: Deep Generative Modeling for Large-Scale InSAR Signal Simulation
Z Zhou, X Sun, F Yang, Z Wang, R Goldsbury, I Cheng
Advancing Traditional Player Participation in Blockchain Games: Engaging Native Game Mechanics
H Wu, Y Li, Y Zhuang, X Sun, W Cai
SemNFT: A Semantically Enhanced Decentralized Middleware for Digital Asset Immortality
L Lin, H Kang, X Sun, W Cai
GANInSAR: Deep Generative Modelling for Large-Scale InSAR Signal Simulation
Z.R. Zhou, X.Y. Sun, F. Yang, Z. Wang, R. Goldsbury, I. Cheng
E-SSRAN: Resolution Enhancement by Merging Multispectral and Hyperspectral Satellite Data
K. Padhiar, I. Cheng
Evaluation of Multiple Speckling Filter Techniques Applied to Irrigated Rice Crop Field Areas
A. Garcia, J. Celeste Junior, I. Cheng, V. Prudente, I. Sanches
202312 papers
Exploring terrestrial point clouds with Google Street View for discovery and fine-grained catalog of urban objects
G Lugo, R Chauhan, I Cheng
Active Learning for Multi-Class Vehicle Categorization and Traffic Analysis in complex environments
G Lugo, J Quinlan, L Zhou, MN Sadik, I Cheng
Filtering and Coherence Estimation
X Sun, A Zimmer, NK Kottayil, S Mukherjee, P Ghuman, I Cheng
A U-Net approach for InSAR phase unwrapping and denoising
S Vijay Kumar, X Sun, Z Wang, R Goldsbury, I Cheng
Visible-infrared features fusion based object detection
F Yang, I Cheng
Water body extraction from Sentinel-2 imagery with deep convolutional networks and pixelwise category transplantation
J Billson, MDS Islam, X Sun, I Cheng
Harnessing web3 on carbon offset market for sustainability: Framework and a case study
C Zhou, H Chen, S Wang, X Sun, A El Saddik, W Cai
BranchClash: A fully on-chain tower defense blockchain game with new collaboration mechanism
H Wu, Y Li, Y Zhuang, X Sun, W Cai
MetaCast: A self-driven metaverse announcer architecture based on quality of experience evaluation model
Z Lin, H Duan, J Li, X Sun, W Cai
ChainSync: A real-time multi-chain ETL system for dapp development
S Zhang, X Sun, K Rehak
Self-supervised Residual Distribution Learning for InSAR Phase Filtering and Coherence Estimation
X.Y. Sun, Z. Wang, R. Goldsbury, I. Cheng
202214 papers
Hyperspectral image denoising based on dual low-rank structure preservation
M Tang, C Leng, I Cheng
Semi-Supervised Learning Approach for Localization and Pose Estimation of Texture-less Objects in Cluttered Scenes
G Lugo, N Hajari, I Cheng
Find Small Objects in UAV Images by Feature Mining and Attention
XL Liu, CC Leng, XM Niu, Z Pei, I Cheng, A Basu
FAPNET: Feature fusion with adaptive patch for flood-water detection and monitoring
MDS Islam, X Sun, Z Wang, I Cheng
LiSurveying: A high-resolution TLC-LiDAR benchmark
G Lugo, R Li, R Chauhan, ZH Wang, Palak, U Pandey, et al., I Cheng
MNet: Semantic segmentation for satellite images based on multi-channel decomposition
MDS Islam, X Sun, Z Wang, P Ghuman, I Cheng
Unleashing the Potential of Data Analytics Through Music
J Dawar, P Raheja, U Vashisth, N Hajari, I Cheng
3D Segmentation and Visualization of Human Brain CT Images for Surgical Training — A VTK Approach
Palak, B Delbos, R Chalard, R Moreau, A Lelevé, I Cheng
Multiscale point feature object localization for hydrant surveying using LiDAR
G Lugo, A Upreti, I Cheng
Multi-step implicit Adams predictor-corrector network for fire detection
Z Deng, S Hu, S Yin, Y Wang, A Basu, I Cheng
Dual-graph global and local concept factorization for data clustering
N Li, C Leng, I Cheng, A Basu, L Jiao
Matrix World — a programmable 3D multichain metaverse
X Sun, X Wu, S Zhang
Matrix Syncer — A multi-chain data aggregator for supporting blockchain-based metaverses
X Sun, Y Lu, J Sun, B Tang, KD Rehak, S Zhang
202114 papers
Multimodal remote sensing image registration methods and advancements: A survey
X Zhang, C Leng, Y Hong, Z Pei, I Cheng, A Basu
SAR Image Despeckling Using a Self-supervised Learning Model
C Liu, N Zhu, X Sun, I Cheng
A real-time mobile application for cattle tracking using video captured from a drone
C Liu, Z Jian, M Xie, I Cheng
SAR image registration based on ROEWA-blocks and multiscale circle descriptor
Y Hong, C Leng, X Zhang, H Yan, J Peng, L Jiao, I Cheng, A Basu
Image Prior Transfer and Ensemble Architectures for Parkinson's Disease Detection
T Ashfaque Mostafa, I Cheng
A comparative study of time frequency representation techniques for freeze of gait detection and prediction
T Ashfaque Mostafa, S Soltaninejad, TL McIsaac, I Cheng
RAVA: Region-Based Average Video Quality Assessment
X Wu, I Cheng, Z Zhou, A Basu
IGS-CMAES: A two-stage optimization for ground deformation and DEM error estimation in time series InSAR data
X Sun, A Zimmer, S Mukherjee, P Ghuman, I Cheng
Human Body Parts Tracking from Pressure Data: Toward Effective Pressure Injury Assessment
C Lastre-Dominguez, N Hajari, C Ho, O Ibarra-Manzano, I Cheng
Parkinson's disease detection and diagnosis from fMRI: a literature review
G Vivar-Estudillo, N Hajari, MA Ibarra-Manzano, I Cheng
Real-time open field cattle monitoring by drone: a 3D visualization approach
F Yang, N Zhu, S Pei, I Cheng
Longitudinal in-bed pressure signals decomposition and gradients analysis for pressure injury monitoring
N Hajari, C Lastre-Dominguez, C Ho, O Ibarra-Manzano, I Cheng
HOLBP: Remote sensing image registration based on histogram of oriented local binary pattern descriptor
Y Hong, C Leng, X Zhang, Z Pei, I Cheng, A Basu
Data-Enabled Cryptocurrency Market Analysis And Visualization Platform
N Zhu, F Yang, M Zhu, X Sun, I Cheng
20202 papers
DeepInSAR: A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation
X.Y. Sun, A. Zimmer, S. Mukherjee, Navaneeth KK, P. Ghuman, I. Cheng
An Unsupervised Generative Neural Approach for InSAR Phase Filtering and Coherence Estimation
S. Mukherjee, A. Zimmer, X.Y. Sun, P. Ghuman, I. Cheng
20193 papers
Potential of Deep Features for Opinion-Unaware, Distortion-Unaware, No-Reference Image Quality Assessment
S. Mukherjee, G. Valenzise, I. Cheng
Synthetic Aerial Image Generation and Runway Segmentation
H. Sharma, C.J. Liu, I. Cheng
CNN-based Real-Time Parameter Tuning for Optimizing Denoising Filter Performance
Subhayan Mukherjee, Navaneeth K.K., Xinyao Sun, Irene Cheng
20186 papers
Real-time Runway Detection for Infrared Aerial Image Using Synthetic Vision and ROI Based Level Set Method
Changjiang Liu, I. Cheng, Anup Basu
A Fast Segmentation-free Fully Automated Approach to White Matter Injury Detection in Preterm Infants
S. Mukherjee, I. Cheng, S. Miller, T. Guo, V. Chau, A. Basu
CNN-based InSAR Denoising and Coherence Metric
Subhayan Mukherjee, Aaron Zimmer, Navaneeth KK, Xinyao Sun, Parwant Ghuman, Irene Cheng
Pixel Accurate Noise Estimate for InSAR Interferograms
Navaneeth KK, Aaron Zimmer, Subhayan Mukherjee, Xinyao Sun, Parwant Ghuman, Irene Cheng
CNN-based InSAR Coherence Classification
Subhayan Mukherjee, Aaron Zimmer, Xinyao Sun, Parwant Ghuman, Irene Cheng
Synthetic Vision Assisted Real-time Runway Detection for Infrared Aerial Images
Changjiang Liu, Irene Cheng, Anup Basu
Indexed 2026-07-14 · 90 publications · Google Scholar profiles and selected works (2018–present)