Schedule Mon Tue Wed Thu

Please note that the current programme is tentative and subject to change.

BMVC conference papers, supplementary material and video presentations can be found at: BMVC Papers (To be added)

BMVC workshop papers can be found at: BMVC Workshop Papers (To be added)

Registration
8:30 - 9:30
Location: Lancaster Town Hall
Oral Session 4: Responsible AI, Medical Imaging and Applications
9:30 - 10:45
Chair: TBC 9:30 20
Beyond Direct Answers: Camera Motion Grounded Training and Evaluation for Vision-Language Models
Hsiang-Wei Huang, Junbin Lu, Kuang-Ming Chen, Jianxu Shangguan, Cheng-Yen Yang, Jenq-Neng Hwang
9:45 212
SAGE-OR: Semi-supervised Adaptive Scene Graph Generation for Operating Rooms
Brandon Leblanc, Charalambos Poullis
10:00 1046
CANDLE: Test-Time Debiasing of CLIP Against Typographic Attacks by Suppressing Text-Spotting Bias
Yuki Hirohashi, Takayoshi Yamashita, Hironobu Fujiyoshi
10:15 1217
RevalExo: A Functional Daily-Activity Benchmark for Inertial and Visual Locomotion Mode Recognition in Older Adults and Clinical Cohorts
Diwas Lamsal, Juha Carlon, Reinhard Claeys, Maxim Yudayev, Louis Flynn, Tom Verstraten, David Beckwée, Eva Swinnen, Mihai Bace, Bart Vanrumste, Benjamin Filtjens
10:30 1385
Mistaking Periodicity for Manipulation: JPEG-Induced Structural Bias in Document Tampering Detection
Nauman Riaz, Ali Hussain, Saifullah Saifullah, Muhammad Imran Malik, Dr. Stefan Agne, Andreas Dengel, Sheraz Ahmed
Location: Main Hall, Lancaster Town Hall
Doctoral Consortium
9:30 - 12:30
Location: Council Chamber, Lancaster Town Hall
Poster Session 5: Responsible AI, Medical Imaging and Applications
10:45 - 12:30
10:45 - 12:30
Papers
9 From Static to Interactive: Adapting Visual in-Context Learners for User-Driven Tasks Carlos Schmidt, Simon Reiß
31 Towards Conditional Feature Alignment for Cross-Domain Counting Zhuonan Liang, Dongnan Liu, Jianan Fan, Yaxuan Song, Qiang Qu, Runnan Chen, Yu Yao, Peng Fu, Weidong Cai
81 SAT-Net: Semantic-Aware Adapter Tuning for Joint Thyroid Nodule Segmentation and Malignancy Classification Chau Nguyen Minh, Hung Viet Duong, Hao Pham, cuong tien nguyen, Dinh Viet Sang
127 GeoMAD: Geometry-Aware Multi-View Anomaly Detection via Deformable Fusion and Distributional Alignment Shang-Fu Chen, Jhih-Ciang Wu, Kuan-Chuan Peng, Wen-Huang Cheng, Kailung Hua
134 Memory-Bounded Continuation of Greedy Sampling for Continual Anomaly Detection Yoon Gyo Jung, Jaewoo Park, Kuan-Chuan Peng, Seongdeok Bang, Octavia Camps
175 MicroBT: Centroid-Guided Synergistic Learning for Multi-Modal Micro Brain Tumor Segmentation and Counting Zhenye Lou, Qing Xu, Stefanie Thust, Dorothee P. Auer, Zhen Chen, Wenting Duan
247 Vision Model Inference on Mobile Devices: A Large-Scale Delegate-Aware Benchmark Beyond FLOPs Saif U Din, Faraz Kayani, Radu Timofte, Dmitry Ignatov
259 Unapologetically Distributed: A Call for Decentralized Document Analysis Adri Molina Rodriguez, Oriol Ramos Terrades, Josep Llados
268 CoSFR: Cosine-Guided Sample-Wise Feature Restoration for Robust Zero-Shot Vision-Language Models Jing Zou, Shungeng Zhang, Prajwal Basnet, Meikang Qiu
383 Beyond String Matching: Semantic Evaluation of PDF Table Extraction Pius Horn, Janis Keuper
415 DAL: Dynamic Angular Loss for Imbalanced Medical Image Classification Salman Mohammad, Furkan Kasım, Manuel Günther
424 Unified Detection of Adversarial Images Across Diverse Vision Tasks Yunqi Xue, Guorui Chen, Wenqian Yu, Zhijiang Li, Yao Qin, Philip Torr, Jindong Gu
463 Foundation-Model-Guided Coarse-to-Fine Learning for Generalizable Retinal Vessel Segmentation Jingyao Zhu, Mingzhi Xu, Wenbo Zhang, Yizhe Zhang, Tao Zhou, Qiang Chen
475 A New Multicenter Testicular US Dataset and a Lightweight Cond-UNet for Generalization in US Segmentation Nicola Morelli, Kevin Marchesini, Daniele Santi, Costantino Grana, Federico Bolelli
500 PathoClass-BRCA: Reframing Pathology Report Generation as Guideline-Aligned Multi-Task Classification Alessia Saporita, Vittorio Pipoli, Federico Bolelli, Andrea Acquaviva, ELISA FICARRA
505 Explainable Visual Anomaly Detection via Concept Bottleneck Models Arianna Stropeni, Valentina Zaccaria, Francesco Borsatti, Davide Dalle Pezze, Manuel Barusco, Gian Antonio Susto
532 PE-Mamba: Bidirectional Selective Layer Aggregation for AI-Generated Image Detection Kutub Uddin, Nusrat Tasnim, Khalid Malik
542 MixSIS: Mixed-supervised instance segmentation Christian Wilms, Emre Gülsoylu, Sven Schreiber, Simone Frintrop
549 Beyond False Stability: High-Noise Drift Gating for Test-Time Adversarial Defenses in Vision-Language Models Hashmat Shadab Malik, Muzammal Naseer, Salman Khan
556 OmniSurvival: Ensemble Mixture Density Learning for Oncology Survival Prediction Vasu Soni, Sandeep Kumar, ANKIT KUMAR, Kaustubh Atey, Ardhendu Sekhar, Amit Sethi
564 Hessian-Guided Spatial Diversity: Boosting Adversarial Transferability via Weighted Curvature Suppression Shubham Kumar, Chalavadi Vishnu, G Ramakrishna
569 AliGen: Benchmarking and Advancing Few-Shot Industrial Anomaly Generation under Object-Level Misalignment Tianjia Jiang, Guangpin Tao, Minglei Yuan, Ying Tai, Shirong Zou, Yixuan Wang, Ziyang Yan, Tong Lu
575 MFT: An Architecture-Agnostic Adapter for Foundation Models in Medical Segmentation Yujie Lu, Jingwen Li, Min Zhu, Junlong Cheng
624 Prior-Guided Implicit Neural Representations for Single-Subject Diffusion MRI Super-Resolution Abdulkader Ghandoura, Marsil Zakour, William Consagra, Yogesh Rathi
629 Paired Geometric Supervision for Generalizable Deepfake Detection Luke Collins, Chang-Tsun Li, Duc Thanh Nguyen, Victor Sanchez
639 Beyond Parameter Space: NTK-Guided Personalized Aggregation for Robust Federated Learning Mirko Konstantin, Stefan Zachow, Anirban Mukhopadhyay
662 DocAttriBench: Benchmarking Answer Grounding in Document Visual Question Answering Luca De Grandis, Silvia Cappelletti, William Raccagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
664 Background-Free Objectness Learning for Class-Agnostic Detection Dania Batool, Liliana Lo Presti, Marco La Cascia, Filippo Vella
701 Adversarially Robust Few-Shot Anomaly Detection with Vision Foundation Models Akib Mohammed Khan, Bartosz Krawczyk
739 Statistical Prior-guided Dense Assembly for Optimization-free Object Detection Dataset Distillation Yueyang Yan, Xiaoru Wang, Zebo Li, Haibin Wen, JiaXin Dong
755 DARE to Generalize: Domain-Aware Robust Experts and Reliability-Aware Decisions for Cross-Domain rPPG Junjie Hou, Chong Tong CHOW, Yudong He, Odinaev Ismoil, Kwan Long Wong, JING WEI CHIN, Richard H Y So
763 EgoMaize: A First-Person Maize Instance Segmentation Benchmark under Severe Field Occlusion Jiayi Li, Zihan Zhang, Erhankang Yan, YiTian Chen, Yuze Li, Chengzhang Ding, JIANXIN CAO
769 FairReL: Deepfake Detection using Fairness-Aware Representation Learning Xiaoman Lu, Jiaqi Li, Shuntian Zheng, Huiping Chen, Yu Guan
856 Hierarchical, Interpretable, Label-Free Concept Bottleneck Model Haodong Xie, Yujun Cai, Rahul Singh Maharjan, Yiwei Wang, Federico Tavella, Angelo Cangelosi
868 Gating Vision–Language Graders: A Multi-Task Detector for Reliable Evaluation of Handwritten Student Work Captured In-the-Wild Sashank Sridhar, Sharath Adavanne
880 When Does Multi-Domain Transfer Help? Structured Breast Imaging Report Generation Across Four Modalities José Domingues, Hugo Figueiras, Nuno Matela, Nuno Cruz Garcia
945 MoE-AdURA-Net: An Uncertainty-Routed Mixture-of-Experts for Selective Multi-label Chest X-ray Classification Antik Aich Roy, Ujjwal Bhattacharya
971 Memory Bandwidth, Not FLOPs: Profiling and Accelerating Query-Based Segmentation Decoders on Edge GPUs Oliver Busemann, Torben Töniges, Martin Atzmueller
1064 Real-Time Dental Panorama Generation from Handheld Intraoral Video Taegon Kim, GangHyeon Jeong, Seungho Eum, Jaehong Myung, Jihoon Lee, Unsang Park
1076 CG-GLORE: A Conjugate Gradient–Based Global-Local Regularization Network for Sparse-View CT Reconstruction Tran Xuan Hieu Le, Doanh C. Bui, Vu Trung Duong Le, Pham Hoai Luan, Khang Nguyen, Mai K. Nguyen, Tu-Bao Ho, Yasuhiko Nakashima
1078 Beyond Calibration : Improving Mixup for Medical Image Classification via Feature-Space Selective Confidence Quoc Viet Nguyen, Hai Trong Dong Pham, Quan Pham Anh, Hai Nguyen Hong, Duong Bach, Cuong Do
1157 Dual-Domain Road Patch Attacks on Vision-Based 3D Lane Detectors Lixingli, Lei Shi, Weilin, Meng Li, Yufei Gao, yucheng shi, Yin Ma
1161 Rethinking Microscopy Generation: Co-Designed Diffusion for Biologically Interpretable Single-Cell Synthesis Shumpei Takezaki, Duway Nicolas Lesmes-Leon, Ryoma Bise, Gillian Lovell, Bianca Migliori, Andreas Dengel, Sheraz Ahmed
1186 Visual Counterfactual Explanations with Compositional Generative Models Daniil Kirilenko, Martin Gjoreski, Marc Langheinrich
1206 Reinforcement Learning Based Fair Adversarial Training Tejaswini Medi, Levan Mikeladze, Margret Keuper
1252 Physics-Informed Modeling for Wood Thermal Analysis and Prediction Jingren XIE, Alex John Buckthal, Ryan Anthony O'Connor, Isak Worre Foged, Dim Papadopoulos
1284 LiDSeg: Linear DehazeFormer Guidance for Efficient Semantic Segmentation in Adverse Weather Conditions Yobsan Bayisa Leta, Christos Kyrkou, Maria K. Michael, Theocharis Theocharides
1296 LiteUAV-DETR: Scale-Aware Feature Routing for Real-Time UAV Detection Mingze Sun, Zhuoyu Wu, Tan Pei Sze, Jit Yan Lim, Raphaël C-W Phan, Shu-Min Leong
1332 Beyond Classification: Structured Supervision Aligns Visual Evidence with Medical Semantics Hexiang Bai, Hanyang Xu, Xiaoxue Li, Xiaoliang Wu, Shangde Gao, Hongxia Xu, Ke Liu
1390 Simplified Cross-Modal Calibration for Heterogeneous Event-RGB Stereo Systems Nico Hessenthaler, Adam T. Müller, Nicolaj C. Stache
1413 Motion-Equivariant Pseudo-Video Augmentation: Video-Style Generalization from a Single Static Polyp Dataset Zhuoyu Wu, Wenhui OU, Qinchen Wu, Mingze Sun, Tan Pei Sze, Wenqi Fang, Raphaël C-W Phan
1445 Gated Tabular-Conditioned Attention for Robust Multimodal Radiogenomic Glioblastoma Outcome Prediction Amitesh Sahoo, Qing Tian
1531 GATE: Reliability-Gated Gaussian Evidence Fusion for Training-Free Test-Time Adaptation of Vision-Language Models Pedram MohajerAnsari, Amir Salarpour, Run Wang, Mert D. Pesé
1548 TASP: Task-Agnostic Structural Pretraining for Generalizable Medical Image Segmentation Hexin Wan, Yihang Liu, Yukai Zhou, Dongchen Wu, Chonghong Lin, Nan Bao
1556 Domain-Aware Lightweight Spectral-Grouped Convolutions for Hyperspectral Fish Freshness Classification Kazi Nabiul Alam, Pooneh Bagheri Zadeh, Akbar Sheikh-Akbari
1567 Circumventing Magnitude Collapse via Modular Two-Stage Open-Set Recognition Laurin van den Bergh, Halil Bisgin, Andres Palechor, Mike Suter, Manuel Günther
1576 QCell: Recombining and Aligning Cell Queries for Overlapping Instance Segmentation Yaroslav Prytula, Anton Popov, Dmytro Fishman
1701 Exploring Adversarial Robustness and Safety Alignment in Multilingual Multi-Modal Large Language Models Hashmat Shadab Malik, Muzammal Naseer, Salman Khan
1714 Gland-Boundary Structure-Aware Networks for Generalizable Gleason Grading Guoshuai Xu, Kai Zhang
1775 Spectral Mutual Inhibition Guided Coupled Tensor Dictionary Learning for CT–MRI Image Fusion Prankshu, Sayan Shaw, SnehaSingh
1796 NullGuard: Null-Space Embedding for Driftless Invisible Image Watermarking Inzamamul Alam, Md Tanvir Islam, Juhun Lee, Sangtae Ahn, Simon S. Woo
1816 BATS-Net: Boundary-Aware Token Selection for Text-Guided Ultrasound Image Segmentation Rahul Bhardwaj, Utkarsh Yashwant Tambe, Debanga Raj Neog
1843 Advancing Trademark Image Retrieval: A Real-World Benchmark and Foundation Model Adaptation Eyup Halit Yilmaz, Furkan Coşkun
Location: Banquetting Room, Lancaster Town Hall
Lunch
12:30 - 13:30
Location: Lancaster Town Hall
Poster Session 6: Dynamic Vision, Human Perception and Video Analytics
13:30 - 15:15
13:30 - 15:15
Papers
46 Self-Attention And Beyond the Infinite: Towards Linear Transformers with Infinite Self-Attention Giorgio Roffo, Hazem ABDELKAWY, Nilli Lavie, Luke Palmer
115 HybridMamba: Hierarchical State-Space Temporal Encoding for Sub-Second Crash Localization in Surveillance Video Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
172 Neural Residual Maps: Proposal-Level False Positive Suppression for Fixed-Camera Object Detection Ahmed Hassan
203 TQD-Track: Temporal Query Denoising for 3D Multi-Object Tracking Yutong Yang, Shuxiao Ding, Mohammed amine Bencheikh lehocine, Julian Wiederer, Markus Braun, Peizheng Li, Juergen Gall, Bin Yang
211 Post-training VLMs for Video Mistake Detection Federico Spurio, Olga Zatsarynna, Lars Doorenbos, Emad Bahrami, Gianpiero Francesca, Juergen Gall
223 Restoration Utility Maps: Diagnosing and Refining Face Restoration for Recognition Yongsoo Choi, Nam Ik Cho
241 Every Step of the Way: Video-based Parkinsonian Turning Step Counting Qiushuo Cheng, Jingjing Liu, Catherine Morgan, Alan L. Whone, Majid Mirmehdi
285 Learning Motion-Aware Representations for World-Space Speed Estimation from Consecutive Frames Lintao Fang, Stefan Oehmcke
300 Sub-actions in Action: Text-Guided Hand-Role Alignment for Sub-Action Recognition Sadegh Rahmaniboldaji, Filip Rybansky, Quoc C. Vuong, Frank Guerin, Andrew Gilbert
353 CG-BEV: Conditional Generation of Bird's-Eye-View Segmentation Using BEV-optimised Diffusion Cheng Zhang, Nick Pears
363 PAW-CL: Cross-Environment Acoustic 3D Human Pose Estimation via Pose-Aware Weighted Contrastive Learning Yi-Fang Wang, Jun-Cheng Chen, Pei-Yuan Wu
371 MoG-VLM: Efficient Video Anomaly Detection through Motion-Guided Vision-Language Models Khaled Waleed Dawoud, Muhammad Zaigham Zaheer, Khan Muhammad, Muhammad Haris Khan
430 When Gaze Meets Speech: Multimodal Multi-Person Speech and Gaze Behaviour Understanding Cheng Peng, Tangzheng Lian, Oya Celiktutan
437 See-through-GS: Static Car Removal and Cross-view Consistent Inpainting with 3DGS Yuzhou Zhou, Andrew Markham, Niki Trigoni
453 RaSelect: Reinforcement-Learned View Selection for Multi-View Radar Human Pose Estimation Hsi Lin, Mariko Isogawa
471 TSkel-Mamba: Temporal Dynamic Modeling via State Space Model for Human Skeleton-based Action Recognition Yanan Liu, Jun Liu, Hao Zhang, Kangjian He, Dan Xu, Hossein Rahmani, Mohammed Bennamoun, Qiuhong Ke
474 CountVideoBench: A Benchmark to Evaluate Prediction Biases on the Object Counting task by Video-Language Models Marc Chapus, Carlos Fernando Crispim-Junior, Véronique Eglin, Atilla Baskurt
478 SignMatch: Matching Dictionary Signs to Continuous Sign Language Video Ryan Wong, Youngjoon Jang, Liliane Momeni, Gül Varol, Andrew Zisserman
479 SOS! : A Streamlined Object-Conditional Transformer for Model-free Segmentation Jiaqi Hu, Junwen Huang, Hongli XU, Peter KT Yu, Nassir Navab, Benjamin Busam, Slobodan Ilic
480 Uni- and Bi-Directional Granularity-Aware Prompt Learning for Face Anti-Spoofing Kai-Heng Chien, Yi-Ting Lin, Pei-Kai Huang, Chiou-Ting Hsu
484 RS$^3$-Prune: Read-Sparse, Store-Sparse Token Pruning for Video Object Segmentation Avilasha Mandal, Sarvesh Shashikumar
503 Sketch Localisation: 3D Sketch-Based Object Localisation Ben Canini, Richard Bowden, Yi-Zhe Song
541 TAP-Out: Tracking Any Point in 360 via Out-painting Finlay G C Hudson, James A D Gardner, William A P Smith
565 Adapting Foundational Image Models to Video Action Recognition Model via Learnable Context Tokens Chen-Kai Chang, Wei-Chen Chiu
581 EyeTAG: Eye Trajectory-Aware Gaze Estimation Jungmin Lee, Niamat Ullah, Yoseob Han
588 Geometry-Grounded Unified 3D Perception for Autonomous Driving Longfei Xu, Xiaohui Wang, Zehao Huang, Han Li, Ya Yang, Naiyan Wang, Si Liu
652 HNH40K: A Robust Dataset and Risk-Weighted Learning for Hand Filtering ASHIKUZZAMAN, Md Selim Sarowar, Md Tanvir Islam, Fath U Min Ullah, HAYOUNG OH, Sambit Bakshi, Sangtae Ahn, Khan Muhammad
660 Flow-Guided Temporal Attention for Diffusion-Based Video Frame Interpolation Ajay Vamsi Velamarthi, Somdyuti Paul
780 UniFaceTalk: Universal One-Shot 3D Talking-Head Synthesis via Motion-Disentangled Gaussian Splatting Fang Liu, Zhaoxu Sun, Hanlin Yan, Ran Zuo, Linlin Yang
782 Probing Association Instability with Track-State Perturbations for Clip-Level Active Learning in Query-Propagation Multi-Object Tracking Riku Inoue, Shogo Sato, Kazuhiko Murasaki, Tomoyasu Shimada, Toshihiko Nishimura, Ryuichi Tanida
825 PhasorNet: Learning Structure from Frequency for Real-Time Stereo Matching MD Raqib Khan, Santosh Kumar Vipparthi, Subrahmanyam Murala
907 CoCam4D: Geometry-Aware Cooperative 4D Perception for Camera-Only Autonomous Driving Soham Pahari, Sudip Das, Arindam Das, Ujjwal Bhattacharya
914 MOTIP2: Spatial Priors for End-to-End Multi-Object Tracking Benoît Roussel, Damien Bouet, Liming Chen, Pierre Perrault
920 Ranking vs. Assignment: The Metric Mismatch in Multi-View Object Association Matvei Shelukhan, Timur Mamedov, Aleksandr Chukhrov, Karina Kvanchiani
930 RAIDAL: Redundancy-Aware Information Density Active Learning for CTC-Based Continuous Sign Language Recognition Rafael Amauri Diniz Augusto, Gabriel L. Oliveira, Erickson R. Nascimento
950 CRLoMTL: Conflict-Resolution through Low-Rank Matrices for Multi-Task Learning Ahmed Agiza, Tasneem Shaffee, Rahil Badkul, Sherief Reda
952 BrainBind: Bridging Synchronized EEG and fMRI through Long-Form Naturalistic Video Representations Shixiao Wang, Rining Wu, Jian K Liu
974 QTExtra: Query-Based Multi-Step Extrapolation for Asynchronous Autonomous Driving Perception Yihan Wang, Hui Lu, Marco Braun, Niclas Bartels, Dietmar Tutsch
981 End-to-End Occlusion Ordered Semantic Instance Segmentation Jeremy Yu, Soroosh Baselizadeh, Olga Veksler, Yuri Boykov
1005 GARFIELD: Graph-Adaptive SSM for Explainable 3D Multi-Person WiFi Pose Estimation Quang-Anh N.D., Pham Minh Duc, Kok-Seng Wong
1018 Rethinking Test-Time Adaptation for Streaming Person Re-Identification Jae-Won Yang, Taesik Gong, Jae-Young Sim
1131 DF-MoE: Generalizable Deepfake Detection via Multimodal Sparse Mixture-of-Experts Vlad Hondru, Florinel Alin Croitoru, Iuliana Georgescu, A. Sophia Koepke, Radu Tudor Ionescu
1281 Curriculum-guided Change Detection Training: Toward Accurate Serac Fall Monitoring Arthur Dérédel, Carlos Fernando Crispim-Junior, Pierre Lemaire, Johan Berthet, Laure Tougne Rodet
1343 Simplex Diffusion for Ordinal Facial Action Unit Intensity Estimation Mengxin Shi, MENGQIN ZHANG, Ping Han, Zhangfeng Hu
1347 Image Classifiers are Efficient Self-Supervised Video Representation Learners OWAIS IQBAL, Sudipta Sarkar, Shyam Marjit, Omprakash Chakraborty, Anirban Chakraborty, Abir Das
1419 FetAngle: Toward Generalizable Automated Fetal Brain Angle Biometry via Test-Time Adaptation Yitong Luo, Yijin Li, Mingxuan Liu, Yi Liao, Kasidit Anmahapong, Hongjia Yang, Yifei Chen, Xiaotian Hu, Haibo Qu, Qiyuan Tian
1469 BasketEvent: Understanding Who Did What and When in Basketball Videos Yu Zhang, Jiayuan Rao, Haoning Wu, Weidi Xie
1475 StyleAT: Defending Face Recognition Against Semantic Attacks Ben Shapira, Roi Cohen, Shang-Tse Chen, Mahmood Sharif
1512 SynGlass: A Large-Scale Synthetic Dataset for Fine-Grained Eyeglasses Segmentation Alexandru-Ion Marinescu, DIANA-LAURA BORZA, DARABANT Sergiu Adrian, Bota Robert
1514 Cross-Domain Tracker Adaptation Without Target-Domain Labels via Vision-Language Agents Daniel Davila, Ravikumar Balakrishnan, Mike Cochran
1523 Learning Ellipsoid–Ellipse Geometry for 6D Object Pose from RGB and Object Size Zita Amstadt, Mark Kancsar, Zoltan Kato
1536 Selective Prior-Conditioned State-Space Model for Remote Sensing Change Detection Yosra Naceur, Mariem Zaouali, Sonia Bouzidi
1595 Reachability Is Not Generalization: Understanding Verb--Noun Decomposition in Assembly Action Recognition Changyi Li, Yu Xiao
1624 A Feasibility Study on Self-Supervised LLM-Inspired Training for Generalizable Human Motion Understanding Mohammadreza Baharani, Ghazal Alinezhad Noghre, Armin Danesh Pazho, Gabriel Maldonado, Amir Kimiyaie, Hamed Tabkhi
1628 Evaluating Video LLMs’ Understanding of Corner Cases in Autonomous Driving Gabriel Manalu, Minh Son Hoang, Hyeontaek Hwang, Jaesung Lee, Hyojin Choi, Tran Tuan Phong, Seon Kwon Kim, Saad Wazir, Daeyoung Kim
1632 OCCAM: Class-Agnostic, Training-Free, Prior-Free and Multi-Class Object Counting Michail Spanakis, Iason Oikonomidis, Antonis Argyros
1647 SPDistill: Sparse Pruning-Aware Distillation for Efficient 3D Small Object Detection Lin Qian, Lintao Xiang, Zhenghao. Li, Hongpei Zheng, Hujun Yin
1652 Multi Activity Sequence Alignment via Implicit Clustering Taein Kwon, Mahdi Rad, Zador Pataki, Marc Pollefeys
1665 Weakly Supervised Affordance Grounding via Semantic Affordance Anchoring Lei Wu, Yuanxing Liu, Ruiyu Xiao, Xinyi Wang, Na Zhao, Weinan Zhang, Ting Liu
1675 Privacy–Utility Tradeoffs in Remote Photoplethysmography from Facial Video Benjamin Sporrer, Patrick J. Flynn
1680 Quotient-Space Token Context Memory for Robust Visual Object Tracking Omar Abdelaziz, Mohamed S. Shehata
1760 DISASeg: Bridging DINO and SAM via Frequency-Aware Fusion for Automated Few-Shot Medical Image Segmentation Shiao Xie, Wenli Ren, Yuwei Miao, Simin Zhao, Ruichao Chen
1809 Survival-Based Collision Anticipation with an Interpretable Kinematic Memory Duc Viet Le
Location: Banquetting Room, Lancaster Town Hall
BMVA Town Hall
13:30 - 15:15
Location: Council Chamber, Lancaster Town Hall
Keynote 4: TBC
15:15 - 16:00
15:15 - 16:00 Title: TBC

Abstract: TBC

Location: Main Hall, Lancaster Town Hall
Oral Session 5: Dynamic Vision, Human Perception and Video Analytics
16:00 - 17:15
Chair: TBC 16:00 143
TeCoNeRV: Leveraging Temporal Coherence for Compressible Neural Representations for Videos
Namitha Padmanabhan, Matthew Gwilliam, Abhinav Shrivastava
16:15 278
FlowIt: Global Matching via Hierarchical Transformers and Optimal Transport for Optical Flow
Sadra Safadoust, Fabio Tosi, Matteo Poggi, Fatma Güney
16:30 704
Real-time Unsupervised Object Discovery from Asynchronous Event Streams
Pratham G. Shenwai, Hemant Kumar Singh, Sridhar Ravi
16:45 1194
Distributed Semantic Segmentation With Improved Rate-Distortion Trade-Off
Danish Nazir, Timo Bartels, Thorsten Bagdonat, Tim Fingscheidt
17:00 1681
SignRR: Retrieve and Refine Real Motion for Sign Language Production
Fidel Omar Tito Cruz, Angie Sanchez Marquina, Summy Farfan, Gissella Bejarano
Location: Main Hall, Lancaster Town Hall
Conference Close
17:15 - 17:30
Location: Main Hall, Lancaster Town Hall