Showing 14 research items.

Conference Paper

Conference Paper IntelliSys Knowledge Distillation Peer Ranking Adaptive Teaching Image Classification

Sarode*, S., Khan*, M. S. U., Shehzadi, T., Stricker, D., Afzal M. Z. (2025). Classroom-Inspired Multi-Mentor Distillation with Adaptive Learning Strategies.

Conference Paper ICDAR Image Classification Zero-Shot Learning Document Analysis

Sinha, S., Khan, M. S. U., Sheikh, T. U., Stricker, D., Afzal M. Z. (2024). CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification.

Journal Paper

Journal Paper Open Research Europe Large Language Models Scene Graphs Context-Aware Assistance Situational Awareness

Khan, M. S. U., Afzal, M. Z., Stricker D. (2025). SituationalLLM: Proactive Language Models with Scene Awareness for Dynamic, Contextual Task Guidance [version 1; peer review: awaiting peer review].

Journal Paper IEEE Access Texture-less Surfaces Depth Estimation Normal Estimation

Khan, M. S. U., Sinha, S., Stricker, D., Liwicki, M., Afzal M. Z. (2024). Shape2.5D: A Dataset of Texture-less Surfaces for Depth and Normals Estimation.

Journal Paper J. Imaging 3d Reconstruction Single-View Deep Learning

Khan, M. S. U., Pagani, A., Liwicki, M., Stricker, D., Afzal M. Z. (2022). Three-Dimensional Reconstruction from a Single RGB Image using Deep Learning: A Review.

Preprint

Preprint arXiv Human Pose Estimation Continual Learning Regularization Distillation

Khan, M. S. U., Khan, M. A. U., Stricker, D., Afzal M. Z. (2024). Continual Human Pose Estimation for Incremental Integration of Keypoints and Pose Variations.

Preprint arXiv Human Pose Estimation Multi-Teacher Distillation Unified Skeleton

Khan, M. S. U., Limbachiya, D., Stricker, D., Afzal M. Z. (2024). Estimating Human Poses Across Datasets: A Unified Skeleton and Multi-Teacher Distillation Approach.

Preprint arXiv CLIP Zero-Shot Learning Human-Centric Tasks Multimodal Learning Pose Descriptions

Khan, M. S. U., Naeem, M. F., Tombari, F., Gool, L. V., Stricker, D., Afzal M. Z. (2024). FocusCLIP: Multimodal Subject-Level Guidance for Zero-Shot Transfer in Human-Centric Tasks.

Preprint arXiv Bank Checks Signatures Segmentation Kaggle Dataset

Khan M. S. U. (2021). BCSD: A novel segmentation dataset for signatures on bank checks.

Report

Report RPTU Project 3D Reconstruction Low-Texture Objects

Khan, M. S. U., Afzal M. Z. (2021). Depth Reconstruction of Low-Texture Surfaces from a Single View.

Report RPTU Seminar Body Sensor Networks Clothing Artefacts TailorNet

Khan, M. S. U., Taetz B. (2021). Investigate Cloth Artefacts of Loosely Coupled Sensor Networks with TailorNet.

Thesis

Thesis RPTU Master 3D Reconstruction Non-Lambertian Surfaces Texureless Transparent

Khan, M. S. U., Afzal, M. Z., Stricker D. (2022). Learning to Reconstruct Textureless and Transparent Surfaces in 3D.

Thesis NUST Bachelor Authentication Systems Biometrics Signatures

Khan, M. S. U., Tariq, M. M., Ahmad B. (2018). Signature Verification.

Workshop Paper

Workshop Paper ICDAR Workshops Bank Checks Object Detection Signature Verification Security Dataset

Khan*, M. S. U., Shehzadi*, T., Noor, R., Stricker, D., Afzal M. Z. (2024). Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and Verification.