2nd Workshop on Synthetic Realities and Biometric Security: Advances in Forensic Analysis and Threat Mitigation (SRBS 2025)

IDPaper
1 Detecting Text Manipulation in Images using Vision Language Models
Vidit Vidit (IDIAP Research Institute); Pavel Korshunov (IDIAP Research Institute); Amir Mohammadi (IDIAP Research Institute); Christophe Ecabert (IDIAP Research Institute); Ketan Kotwal (IDIAP Research Institute); Sébastien Marcel (IDIAP Research Institute)
PDF 
2 Retrieval Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification
Mamadou Keita (Laboratory of IEMN, Polytechnic University o fHauts-de-France Valenciennes); Wassim Hamidouche (Khalifa University Abu Dhabi); Hessen Bougueffa Eutamene (Laboratory of IEMN, Polytechnic University o fHauts-de-France Valenciennes); Abdelmalik Taleb-Ahmed; Abdenour Hadid (Sorbonne Center for Artificial Intelligence Sorbonne University Abu Dhabi)
PDF 
6 Deepfake Voice Command Attacks on Automatic Speaker Recognition Systems
Marco Micheletto (Department of Electrical and Electronic Engineering, University of Cagliari); Giulia Orru (Department of Electrical and Electronic Engineering, University of Cagliari); Anna Setzu (Department of Electrical and Electronic Engineering, University of Cagliari); Mattia Tronci (Department of Electrical and Electronic Engineering, University of Cagliari); Matteo Trudu (Department of Electrical and Electronic Engineering, University of Cagliari); Gian Luca Marcialis (Department of Electrical and Electronic Engineering, University of Cagliari)
PDF 
7 Mitigating Bias with Words: Inducing Demographic Ambiguity in Face Recognition Templates by Text Encoding
Tahar Chettaoui (Fraunhofer IGD Fraunhoferstraße); Naser Damer (Fraunhofer IGD Fraunhoferstraße, TU Darmstadt Karolinenpl); Fadi Boutros (Fraunhofer IGD Fraunhoferstraße)
PDF 
8 Adversarial Attacks on Audio Deepfake Detection: A Benchmark and Comparative Study
Kutub Uddin (College of Innovation & Technology, University of Michigan-Flint); Muhammad Umar Farooq (College of Innovation & Technology, University of Michigan-Flint); Awais Khan (College of Innovation & Technology, University of Michigan-Flint); Khalid Mahmood Malik (College of Innovation & Technology, University of Michigan-Flint)
PDF 
9 Realism to Deception: Investigating Deepfake Detectors Against Face Enhancement
Muhammad Saad Saeed (SMILES Lab, College of Innovation & Technology, University of Michigan-Flint); Ijaz Ul Haq (SMILES Lab, College of Innovation & Technology, University of Michigan-Flint); Khalid Malik (SMILES Lab, College of Innovation & Technology, University of Michigan-Flint)
PDF 

Machine Vision for Climate Change

IDPaper
2 Energy Savings Playing the Lottery
Marco Schnell (Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg); Nora Gourmelon (Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg); Vincent Christlein (Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg); Andreas Maier (Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg); Mathias Seuret (Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg)
PDF Supplementary 
3 Urban Flood-Depth Forecasting with Autoregressive Surrogates: A Case Study of Indian Cities
Pallavi Tyagi (Bengaluru); Vishal Dubey (Hyderabad)
PDF Supplementary 
4 Physics-Constrained Lightweight Neural Networks for Calibrated Smog-Level Classification
Sharon Christa (School of Computing MIT Art Design and Technology University); Mansi Bhonsle (School of Computing MIT Art Design and Technology University)
PDF Supplementary 
5 Uncertainty assessment in satellite-based greenhouse gas emissions estimates using emulated atmospheric transport
Jeffrey N. Clark (School of Engineering Mathematics and Technology University of Bristol); Elena Fillola (School of Engineering Mathematics and Technology University of Bristol, School of Chemistry University of Bristol); Nawid Keshtmand (School of Chemistry University of Bristol); Raul Santos-Rodriguez (School of Engineering Mathematics and Technology University of Bristol); Matthew Rigby (School of Chemistry University of Bristol)
PDF 
7 Sustainable Vision AI for Oil Spill Prevention
Kuanyin Akech Malang (School of Computing, Engineering and Technology Robert Gordon University); Chinedu Pascal Ezenkwu (School of Computing, Engineering and Technology Robert Gordon University); Carlos F. Moreno-Garcia (School of Computing, Engineering and Technology Robert Gordon University)
PDF 
11 Large-Scale Rooftop Solar Energy Estimation Using Deep Learning and Aerial Imaging
Stanley Egbe (Faculty of Science and Engineering Anglia Ruskin University); Mahdi Maktab Dar Oghaz (Faculty of Science and Engineering Anglia Ruskin University); Lakshmi Babu Saheer (Faculty of Science and Engineering Anglia Ruskin University)
PDF 
12 Air Quality Modelling with Satellite Data
Ayooluwa Agbato (Faculty of Science and Engineering Anglia Ruskin University); Lorenzo Garbagna (Faculty of Science and Engineering Anglia Ruskin University); Lakshmi Babu Saheer (Faculty of Science and Engineering Anglia Ruskin University); Mahdi Maktab Dar Oghaz (Faculty of Science and Engineering Anglia Ruskin University)
PDF Supplementary 
13 GCN-ID: A Benchmark Dataset for Great Crested Newt Re-Identification Using AI Foundation Models
Maria Joao Rosa (School of Computing and Information Science Anglia Ruskin University); Mohammed Abu Baker (School of Computing and Information Science Anglia Ruskin University); Chung Man Tang (School of Computing and Information Science Anglia Ruskin University); Jim Littlemore (School of Life Sciences Anglia Ruskin University)
PDF 

From Scene Understanding to Human Modeling

IDPaper
6 Attention over Scene Graphs: Indoor Scene Representations Toward CSAI Classification
Artur Barros (Instituto de Computação (IC) Universidade Estadual de Campinas (UNICAMP)); Carlos Caetano (Instituto de Computação (IC) Universidade Estadual de Campinas (UNICAMP)); João Macedo (Departamento de Ciência da Computação (DCC) Universidade Federal de Minas Gerais (UFMG), Polícia Federal (PF)); Jefersson A. dos Santos (School of Computer Science University of Sheffield); Sandra Avila (Instituto de Computação (IC) Universidade Estadual de Campinas (UNICAMP))
PDF 
9 GHR-VQA: Graph-guided Hierarchical Relational Reasoning for Video Question Answering
Dionysia Danai Brilli (School of ECE National Technical University of Athens); Dimitrios Mallis (University of Luxembourg); Vassilis Pitsikalis (deeplab.ai); Petros Maragos (School of ECE National Technical University of Athens, Robotics Institute Athena Research Center)
PDF 
10 Raphael: Realistic 3D Data Generation and Unsupervised Learning for Enhanced Human-Robot Detection in the Real World
Vlad Licaret (NORCE Research AS, National University of Science and Technology POLITEHNICA Bucharest); Atle Aalerud (NORCE Research AS); Assia Belbachir (NORCE Research AS); Nabil Belbachir (NORCE Research AS); Marius Leordeanu (NORCE Research AS, National University of Science and Technology POLITEHNICA Bucharest)
PDF 
12 MOGRAS: Human Motion with Grasping in 3D Scenes
Kunal Bhosikar (Machine Learning Lab, International Institute of Information Technology); Siddharth Katageri (Machine Learning Lab, International Institute of Information Technology); Vivek Madhavaram (Machine Learning Lab, International Institute of Information Technology); Kai Han (Vision AI Lab, The University of Hong Kong); Charu Sharma (Machine Learning Lab, International Institute of Information Technology)
PDF Supplementary 

Multisensory Intelligence for Human Perception

IDPaper
1 Deep Learning for Metabolic Rate Estimation from Biosignals: A Comparative Study of Architectures and Signal Selection
Sarvenaz Babakhani (Institute for Artificial Intelligence University of Stuttgart); David Remy (Institute for Adaptive Mechanical Systems University of Stuttgart); Alina Roitberg (Intelligent Assistive Systems Lab University of Hildesheim)
PDF 
2 Modelling the Interplay of Eye-Tracking Temporal Dynamics and Personality for Emotion Detection in Face-to-Face Settings
Meisam J. Seikavandi (brAIn Lab IT University of Copenhagen); Jostein Fimland (brAIn Lab IT University of Copenhagen); Fabricio Batista Narcizo (IT University of Copenhagen, GN Advanced Science GN Group); Maria Barrett (IT University of Copenhagen); Ted Vucurevich (GN Advanced Science GN Group); Jesper Bünsow Boldt (GN Advanced Science GN Group); Andrew Burke Dittberner (GN Advanced Science GN Group); Paolo Burelli (brAIn Lab IT University of Copenhagen)
PDF 

Media Authenticity in the Age of Artificial Intelligence

IDPaper
1 AI-Generated Image Detection: An Empirical Study and Future Research Directions
Nusrat Tasnim (School of Electronics and Information Engineering Korea Aerospace University); Kutub Uddin (College of Innovation & Technology University of Michigan-Flint); Khalid Mahmood Malik (College of Innovation & Technology University of Michigan-Flint)
PDF 
7 Lightweight MFCC-EffNet for Spoofing Detection in Low-Resource South Asian Languages
Muhammad Hamza (Department of Electrical Engineering, University of Engineering and Technology Taxila); Junaid Mir (Department of Electrical Engineering, University of Engineering and Technology Taxila); Hafsa Ilyas (Department of Software Engineering, University of Engineering and Technology Taxila); Muhammad Haroon Yousaf (Department of Computer Engineering, University of Engineering and Technology Taxila); Ali Javed (Department of Software Engineering, University of Engineering and Technology Taxila); Ahmed Zoha (James Watt School of Engineering, University of Glasgow)
PDF 
8 Multi-Style Perceptual Quality Assessment of AI-Generated Images using Temperature-Calibrated Fusion
Shivaanee Eswaran (Indian Institute of Technology Madras Zanzibar); Tushar Shinde (Indian Institute of Technology Madras Zanzibar)
PDF 
9 On Visual Saliency Maps for Identifying Fidelity of Deepfake Detection Datasets
Agniva Banerjee (Department of Electrical Engineering and Computer Science, IISER Bhopal); Samiran Das (Department of Data Science and Engineering, IISER Bhopal); Akshay Agarwal (Department of Data Science and Engineering, IISER Bhopal)
PDF 
10 Fake Invoices and Receipts in Accounting: Impacts and Mitigation in the Age of gen-AI
Philip Thornton (School of Computing, Newcastle University, Sage PLC); Lamyaa Aljuaid (School of Computing, Newcastle University); Matthew W Chapman (School of Engineering, Newcastle University); Deepayan Bhowmik (School of Computing, Newcastle University)
PDF 
11 LGSFNet: A Local–Global Semantic Fusion Network for robust cross-domain deepfake detection
Zulkaif Sajjad (Department of Electrical Engineering University of Engineering and Technology Taxila); Junaid Mir (Department of Electrical Engineering University of Engineering and Technology Taxila); Shah Nawaz (Institute of Computational Perception Johannes Kepler University Linz); Furqan Shaukat (Department of Electrical Engineering University of Engineering and Technology Taxila); Muhammad Haroon Yousaf (Department of Computer Engineering University of Engineering and Technology Taxila)
PDF 

Workshop on Machine Vision for Earth Observation and Environment Monitoring

IDPaper
1 Spatio-Temporal Forecasting of PS–InSAR Displacement with a PointNet-Inspired Deep Learning Model
Takayuki Shinohara (National Institute of Advanced Industrial Science and Technology); Hidetaka Saomoto (National Institute of Advanced Industrial Science and Technology)
PDF Supplementary 
5 From Forest to Urban: Data Efficient Tree Segmentation with Self-Supervised Pretraining on Height-Based Voronoi Maps
Jonas Geiselhart (University of Stuttgart); Luca Reichmann (University of Stuttgart); Alina Roitberg (University of Hildesheim)
PDF 
6 Distribution Modeling and GenAI-Assisted Projection for SAR Incremental Learning
Heqing Huang (The School of Electronic and Information Engineering, Beihang University, Departmen of Computing Science and Mathematics, University of Stirling); Fei Gao (The School of Electronic and Information Engineering, Beihang University); Vahid Akbari (Departmen of Computing Science and Mathematics, University of Stirling)
PDF 
9 Open-Vocabulary Semantic Segmentation in Remote Sensing via Hierarchical Attention Masking and Model Composition
Mohammadreza Heidarianbaei (Institute of Photogrammetry and GeoInformation Leibniz University); Mareike Dorozynski (Institute of Photogrammetry and GeoInformation Leibniz University); Hubert Kanyamahanga (Institute of Photogrammetry and GeoInformation Leibniz University); Max Mehltretter (Institute of Photogrammetry and GeoInformation Leibniz University); Franz Rottensteiner (Institute of Photogrammetry and GeoInformation Leibniz University)
PDF 
13 Enhancing Marine Pollution Detection in Remote Sensing via Self-Supervised Boundary Awareness
Shuaiyu Chen (Multimodal Intelligence Lab, Department of Computer Science, University of Exeter); Chunbo Luo (Department of Computer Science, University of Exeter); Peng Ren (College of Oceanography and Space Informatics, China University of Petroleum (East China)); Zeyu Fu (Multimodal Intelligence Lab, Department of Computer Science, University of Exeter)
PDF 
15 SpecBPP: A Self-Supervised Learning Approach for Hyperspectral Representation and Soil Organic Carbon Estimation
Daniel La’ah Ayuba (Center for Vision, Speech, and Signal Processing, University of Surrey); Jean-Yves Guillemaut (Center for Vision, Speech, and Signal Processing, University of Surrey); Belen Marti-Cardona (Centre for Environmental Health and Engineering, University of Surrey); Oscar Mendez Maldonado (Center for Vision, Speech, and Signal Processing, University of Surrey)
PDF 

Smart Cameras for Smarter Autonomous Vehicles and Robots

IDPaper
2 Are Euler angles a useful rotation parameterisation for pose estimation with Normalizing Flows?
Giorgos Sfikas (Dpt. of Surveying and Geoinformatics Engineering, University of West Attica); Konstantina Nikolaidou (Dpt. of Computer Science, Luleå University of Technology); Foteini Papadopoulou (Dpt. of Surveying and Geoinformatics Engineering, University of West Attica); George Retsinas (School of Electrical and Computer Engineering, National Technical University of Athens); Anastasios L. Kesidis (Dpt. of Surveying and Geoinformatics Engineering, University of West Attica)
PDF 
4 Flow and Depth Assisted Video Prediction with Latent Transformer
Eliyas Suleyman (School of Computing Science, University of Glasgow); Paul Henderson (School of Computing Science, University of Glasgow); Eksan Firkat (Tsinghua Shenzhen International Graduate School, Tsinghua University); Nicolas Pugeault (School of Computing Science, University of Glasgow)
PDF 

Deep Learning-based Information Fusion and Its Applications

IDPaper
1 GeologyCLIP: A Hierarchical CLIP trained on geological information for Airborne LiDAR data
Takayuki Shinohara (National Institute of Advanced Industrial Science and Technology, AIST)
PDF 
2 Robust Pothole Detection through dual-pass RGB and Depth Fusion
Percy Lam (Department of Engineering Civil Engineering Building, University of Cambridge); Weiwei Chen (Department of Engineering Civil Engineering Building, University of Cambridge, Bartlett School of Sustainable Construction, University College London); Lavindra de Silva (Department of Engineering Civil Engineering Building, University of Cambridge); Ioannis Brilakis (Department of Engineering Civil Engineering Building, University of Cambridge)
PDF 
3 Beyond the Sandbox: Real-World Federated Learning for MRI Prostate Cancer Detection
Ashkan Moradi (Department of Circulation and Medical Imaging, Norwegian University of Science and Technology); Bendik Skarre Abrahamsen (Department of Circulation and Medical Imaging, Norwegian University of Science and Technology); Jeroen Geerdink (Department of Information and Organization, Hospital Group Twente); Derya Yakar (Medical Imaging Center, Department of Radiology, University Medical Center); Henkjan Huisman (Diagnostic Image Analysis Group, Department of Medical Imaging, Radboud University Medical Center); Tone Frost Bathen (Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital); Mattijs Elschot (Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Central Staff, St. Olavs Hospital, Trondheim University Hospital)
PDF 
5 Depth-NOCTIS: Depth-based Novel Object Cyclic Threshold based Instance Segmentation
Max Gandyra (AICOR Institute for Artificial Intelligence University Bremen); Alessandro Santonicola (AICOR Institute for Artificial Intelligence University Bremen); Michael Beetz (AICOR Institute for Artificial Intelligence University Bremen)
PDF 
6 Multi-View Resliced Image Fusion for Enhanced Cardiac MRI Segmentation
Shilajit Banerjee (Connected Digital Health TCS Research); Divya Bhatia (Connected Digital Health TCS Research); Vivek Chandel (Connected Digital Health TCS Research); Aparna Kanakatte Gurumurthy (Connected Digital Health TCS Research); Aniruddha Sinha (Connected Digital Health TCS Research); Sundeep Khandelwal (Connected Digital Health TCS Research); Avik Ghose (Connected Digital Health TCS Research)
PDF 
9 Brain Matters: Enhancing Tumor Classification via CNN and Vision-Language Fusion
Chaudhari Khushi Ganesh (Trustworthy BiometraVision Lab, IISER); Akshay Agarwal ((Trustworthy BiometraVision Lab, IISER))
PDF 
13 BridgeKD: Resolution-Aware Knowledge Fusion for Efficient Image Translation
Shilajit Banerjee (TCS Research, Kolkata India); Hitesh Gupta Kattamuri (TCS Research, Pune India); Himanshu Pant (TCS Research, New Delhi India); Anima Majumder (TCS Research, Bangalore India)
PDF 
15 Brain tumour segmentation using multimodal MRI
Qinqing Li (Fusion Intelligence Laboratory Department of Computer Science University of Exeter); Zixian Zhao (Fusion Intelligence Laboratory Department of Computer Science University of Exeter); Xingchen Zhang (Fusion Intelligence Laboratory Department of Computer Science University of Exeter)
PDF 

Privacy, Fairness, Accountability and Transparency in Computer Vision

IDPaper
2 On the Robustness of Iris Presentation Attack Detectors
Aditya Sneh (Trustworthy BiometraVision Lab, IISER Bhopal, India); Akshay Agarwal (Trustworthy BiometraVision Lab, IISER Bhopal, India)
PDF 
3 Identity in the Blood Relation: Unraveling the Complexity of Morph Detection in Kinship Biometrics
Shalvika Srivastav (Trustworthy BiometraVision Lab, IISER Bhopal, India); Poulomi Bhattacharya (Trustworthy BiometraVision Lab, IISER Bhopal, India); Akshay Agarwal (Trustworthy BiometraVision Lab, IISER Bhopal, India); Nalini Ratha (Department of Computer Science and Engineering, University at Buffalo)
PDF 
4 Leveraging Multi-Modal Information to Enhance Dataset Distillation
Zhe Li (Department AIBE FAU Erlangen-Nürnberg Erlangen); Hadrien Reynaud (Department of Computing, Imperial College London); Bernhard Kainz (Department AIBE FAU Erlangen-Nürnberg Erlangen, Department of Computing, Imperial College London)
PDF 
8 MS-GAGA: Metric-Selective Guided Adversarial Generation Attack
Dion J. X. Ho (Columbia University); Gabriel Lee Jun Rong (Singapore Institute of Technology); Niharika Shrivastava (Singapore Institute of Technology); Harshavardhan Abichandani (Independent Researcher); Pai Chet Ng (Singapore Institute of Technology); Xiaoxiao Miao (Duke Kunshan University)
PDF 
10 Unpacking “Baby”: XAI-based Intra-Class Hierarchies for Understanding Model Biases
Rodrigo Andrade Santos (Universidade Federal de Minas Gerais, Petróleo Brasileiro S.A); Jefersson A. dos Santos (University of Sheffield); Fabricio Murai (Worcester Polytechnic Institute)
PDF 

If there are any mistakes on this page, please do not hesitate to contact bmvc@bmvc2025.org