Publications (61)
Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices
Lakshmanan Nataraj, Michael Goebel, Tajuddin Manhar Mohammed +2
DDS: Decoupled Dynamic Scene-Graph Generation Network
A S M Iftekhar, Raphael Ruschel, Satish Kumar +2
SPAM: Signal Processing to Analyze Malware
Lakshmanan Nataraj, B. S. Manjunath
Accurate 3D Cell Segmentation using Deep Feature and CRF Refinement
Jiaxiang Jiang, Po-Yu Kao, Samuel A. Belteton +2
Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery
Archith J. Bency, Swati Rallapalli, Raghu K. Ganti +2
Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries
Jawadul H. Bappy, Cody Simons, Lakshmanan Nataraj +2
Context-Matched Collage Generation for Underwater Invertebrate Detection
R. Austin McEver, Bowen Zhang, B. S. Manjunath
Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis
Arjuna Flenner, Lawrence Peterson, Jason Bunk +3
Boosting Image Forgery Detection using Resampling Features and Copy-move analysis
Tajuddin Manhar Mohammed, Jason Bunk, Lakshmanan Nataraj +6
Optimizing Region Selection for Weakly Supervised Object Detection
Wenhui Jiang, Thuyen Ngo, B. S. Manjunath +2
Semi supervised segmentation and graph-based tracking of 3D nuclei in time-lapse microscopy
S. Shailja, Jiaxiang Jiang, B. S. Manjunath
CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data
Chandrakanth Gudavalli, Erik Rosten, Lakshmanan Nataraj +2
A computational geometry approach for modeling neuronal fiber pathways
S. Shailja, Angela Zhang, B. S. Manjunath
An Order Preserving Bilinear Model for Person Detection in Multi-Modal Data
Oytun Ulutan, Benjamin S. Riggan, Nasser M. Nasrabadi +1
Actor Conditioned Attention Maps for Video Action Detection
Oytun Ulutan, Swati Rallapalli, Mudhakar Srivatsa +2
Weakly Supervised Localization using Deep Feature Maps
Archith J. Bency, Heesung Kwon, Hyungtae Lee +2
OMD: Orthogonal Malware Detection Using Audio, Image, and Static Features
Lakshmanan Nataraj, Tajuddin Manhar Mohammed, Tejaswi Nanjundaswamy +3
Adversarially Optimized Mixup for Robust Classification
Jason Bunk, Srinjoy Chattopadhyay, B. S. Manjunath +1
Detection and Localization of Image Forgeries using Resampling Features and Deep Learning
Jason Bunk, Jawadul H. Bappy, Tajuddin Manhar Mohammed +6
Detection, Attribution and Localization of GAN Generated Images
Michael Goebel, Lakshmanan Nataraj, Tejaswi Nanjundaswamy +3
MalGrid: Visualization Of Binary Features In Large Malware Corpora
Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar +2
Q-RBSA: High-Resolution 3D EBSD Map Generation Using An Efficient Quaternion Transformer Network
Devendra K. Jangid, Neal R. Brodnik, McLean P. Echlin +3
3D Neuron Morphology Analysis
Jiaxiang Jiang, Michael Goebel, Cezar Borba +2
LOCL: Learning Object-Attribute Composition using Localization
Satish Kumar, ASM Iftekhar, Ekta Prashnani +1
PCAMs: Weakly Supervised Semantic Segmentation Using Point Supervision
R. Austin McEver, B. S. Manjunath
Automated Segmentation of CT Scans for Normal Pressure Hydrocephalus
Angela Zhang, Po-Yu Kao, Ronald Sahyouni +3
Hyperspectral Trajectory Image for Multi-Month Trajectory Anomaly Detection
Md Awsafur Rahman, Chandrakanth Gudavalli, Hardik Prajapati +1
Bright 4B: Scaling Hyperspherical Learning for Segmentation in 3D Brightfield Microscopy
Amil Khan, Matheus Palhares Viana, Suraj Mishra +1
Eye-CU: Sleep Pose Classification for Healthcare using Multimodal Multiview Data
Carlos Torres, Victor Fragoso, Scott D. Hammond +2
Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction
Po-Yu Kao, Thuyen Ngo, Angela Zhang +2
3DMaterialGAN: Learning 3D Shape Representation from Latent Space for Materials Science Applications
Devendra K. Jangid, Neal R. Brodnik, Amil Khan +4
Predicting Clinical Outcome of Stroke Patients with Tractographic Feature
Po-Yu Kao, Jefferson W. Chen, B. S. Manjunath
RareSpot+: A Benchmark, Model, and Active Learning Framework for Small and Rare Wildlife in Aerial Imagery
Bowen Zhang, Jesse T. Boulerice, Charvi Mendiratta +4
StressNet: Detecting Stress in Thermal Videos
Satish Kumar, A S M Iftekhar, Michael Goebel +7
SeeTheSeams: Localized Detection of Seam Carving based Image Forgery in Satellite Imagery
Chandrakanth Gudavalli, Erik Rosten, Lakshmanan Nataraj +2
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
Spyridon Bakas, Mauricio Reyes, Andras Jakab +421
Attribution of Gradient Based Adversarial Attacks for Reverse Engineering of Deceptions
Michael Goebel, Jason Bunk, Srinjoy Chattopadhyay +3
ReeSPOT: Reeb Graph Models Semantic Patterns of Normalcy in Human Trajectories
Bowen Zhang, S. Shailja, Chandrakanth Gudavalli +3
Adversarial Attacks on Co-Occurrence Features for GAN Detection
Michael Goebel, B. S. Manjunath
Deep Learning Enabled Time-Lapse 3D Cell Analysis
Jiaxiang Jiang, Amil Khan, S. Shailja +4
Summarization of ICU Patient Motion from Multimodal Multiview Videos
Carlos Torres, Kenneth Rose, Jeffrey C. Fried +1
Wrivinder: Towards Spatial Intelligence for Geo-locating Ground Images onto Satellite Imagery
Chandrakanth Gudavalli, Tajuddin Manhar Mohammed, Abhay Yadav +6
Markovian Reeb Graphs for Simulating Spatiotemporal Patterns of Life
Anantajit Subrahmanya, Chandrakanth Gudavalli, Connor Levenson +1
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning
Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar +2
HAPSSA: Holistic Approach to PDF Malware Detection Using Signal and Statistical Analysis
Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar +2
Generalizable Deepfake Detection with Phase-Based Motion Analysis
Ekta Prashnani, Michael Goebel, B. S. Manjunath
Deep Learning Methods for Event Verification and Image Repurposing Detection
M. Goebel, A. Flenner, L. Nataraj +1
Context-Driven Detection of Invertebrate Species in Deep-Sea Video
R. Austin McEver, Bowen Zhang, Connor Levenson +2
RareSpot: Spotting Small and Rare Wildlife in Aerial Imagery with Multi-Scale Consistency and Context-Aware Augmentation
Bowen Zhang, Jesse T. Boulerice, Nikhil Kuniyil +4
ReeFRAME: Reeb Graph based Trajectory Analysis Framework to Capture Top-Down and Bottom-Up Patterns of Life
Chandrakanth Gudavalli, Bowen Zhang, Connor Levenson +2
Seam Carving Detection and Localization using Two-Stage Deep Neural Networks
Lakshmanan Nataraj, Chandrakanth Gudavalli, Tajuddin Manhar Mohammed +2
Click2Graph: Interactive Panoptic Video Scene Graphs from a Single Click
Raphael Ruschel, Hardikkumar Prajapati, Awsafur Rahman +1
Detecting GAN generated Fake Images using Co-occurrence Matrices
Lakshmanan Nataraj, Tajuddin Manhar Mohammed, Shivkumar Chandrasekaran +4
Search Tracker: Human-derived object tracking in-the-wild through large-scale search and retrieval
Archith J. Bency, S. Karthikeyan, Carter De Leo +2
Exploiting Context for Robustness to Label Noise in Active Learning
Sudipta Paul, Shivkumar Chandrasekaran, B. S. Manjunath +1
Improving 3D U-Net for Brain Tumor Segmentation by Utilizing Lesion Prior
Po-Yu Kao, Jefferson W. Chen, B. S. Manjunath
BLoad: Enhancing Neural Network Training with Efficient Sequential Data Handling
Raphael Ruschel, A. S. M. Iftekhar, B. S. Manjunath +1
FoveaTer: Foveated Transformer for Image Classification
Aditya Jonnalagadda, William Yang Wang, B. S. Manjunath +1
VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions
Oytun Ulutan, A S M Iftekhar, B. S. Manjunath
Predicting Fluid Intelligence of Children using T1-weighted MR Images and a StackNet
Po-Yu Kao, Angela Zhang, Michael Goebel +2
GTNet:Guided Transformer Network for Detecting Human-Object Interactions
A S M Iftekhar, Satish Kumar, R. Austin McEver +2