Muzammil Behzad

50 papers A 1B 5Misc 1Journal 36Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	KRCapVLM: Beam-guided knowledge replay for knowledge-rich image captioning using vision-language model. Pattern Recognit. Reem AlJunaid, Qasim Umer, Sajjad Mahmood, Mahmood Khan Niazi, Muzammil Behzad
2026	J	`jnl`	Spatio-Semantic Expert Routing Architecture with Mixture-of-Experts for Referring Image Segmentation. CoRR Alaa Dalaq, Muzammil Behzad
2026	J	`jnl`	UDAN-CLIP: Diffusion attention network with contrastive language-image joint learning for underwater image enhancement. Pattern Recognit. Afrah Shaahid, Muzammil Behzad
2026	J	`jnl`	XAI-CLIP: ROI-Guided Perturbation Framework for Explainable Medical Image Segmentation in Multimodal Vision-Language Models. CoRR Thuraya Alzubaidi, Sana Ammar, Maryam Alsharqi, Islem Rekik, Muzammil Behzad
2025	B	`conf`	AffectVLM: Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D Facial Expression Recognition Using Vision-Language Model. FG Muzammil Behzad, Guoying Zhao
2025	J	`jnl`	AquaDiff: Diffusion-Based Underwater Image Enhancement for Addressing Color Distortion. CoRR Afrah Shaahid, Muzammil Behzad
2025	J	`jnl`	Attack-Aware Deepfake Detection under Counter-Forensic Manipulations. CoRR Noor Fatima, Hasan Faraz Khan, Muzammil Behzad
2025	J	`jnl`	Beam-Guided Knowledge Replay for Knowledge-Rich Image Captioning using Vision-Language Model. CoRR Reem AlJunaid, Muzammil Behzad
2025	J	`jnl`	Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D FER Using Vision-Language Model. CoRR Muzammil Behzad, Guoying Zhao
2025	J	`jnl`	Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model. CoRR Alaa Dalaq, Muzammil Behzad
2025	J	`jnl`	FACET-VLM: Facial emotion learning with text-guided multiview fusion via vision-language model for 3D/4D facial expression recognition. Neurocomputing Muzammil Behzad
2025	J	`jnl`	Facial Emotion Learning with Text-Guided Multiview Fusion via Vision-Language Model for 3D/4D Facial Expression Recognition. CoRR Muzammil Behzad
2025	J	`jnl`	From Graphs to Gates: DNS-HyXNet, A Lightweight and Deployable Sequential Model for Real-Time DNS Tunnel Detection. CoRR Faraz Ali, Muhammad Afaq, Mahmood Niazi, Muzammil Behzad
2025	J	`jnl`	Generative Adversarial Synthesis and Deep Feature Discrimination of Brain Tumor MRI Images. CoRR Md. Sumon Ali, Muzammil Behzad
2025	J	`jnl`	MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation. CoRR Hania Ghouse, Muzammil Behzad
2025	J	`jnl`	MOSAIC: A multi-view 2.5D organ slice selector with cross-attentional reasoning for anatomically-aware CT localization in medical organ segmentation. Comput. Vis. Image Underst. Hania Ghouse, Muzammil Behzad
2025	J	`jnl`	PULSE: A Unified Multi-Task Architecture for Cardiac Segmentation, Diagnosis, and Few-Shot Cross-Modality Clinical Adaptation. CoRR Hania Ghouse, Maryam Alsharqi, Farhad R. Nezami, Muzammil Behzad
2025	J	`jnl`	Prompt-Guided Patch UNet-VAE with Adversarial Supervision for Adrenal Gland Segmentation in Computed Tomography Medical Images. CoRR Hania Ghouse, Muzammil Behzad
2025	J	`jnl`	SMILE-VLM: Self-Supervised Multi-View Representation Learning Using Vision-Language Model for 3D/4D Facial Expression Recognition. IEEE Access Muzammil Behzad
2025	J	`jnl`	Scaling Down to Scale Up: Towards Operationally-Efficient and Deployable Clinical Models via Cross-Modal Low-Rank Adaptation for Medical Vision-Language Models. CoRR Thuraya Alzubaidi, Farhad R. Nezami, Muzammil Behzad
2025	J	`jnl`	Self-Supervised Multi-View Representation Learning using Vision-Language Model for 3D/4D Facial Expression Recognition. CoRR Muzammil Behzad
2025	J	`jnl`	SwinTF3D: A Lightweight Multimodal Fusion Approach for Text-Guided 3D Medical Image Segmentation. CoRR Hasan Faraz Khan, Noor Fatima, Muzammil Behzad
2025	J	`jnl`	Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement. CoRR Afrah Shaahid, Muzammil Behzad
2025	J	`jnl`	Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition. CoRR Muzammil Behzad
2023	J	`jnl`	4DME: A Spontaneous 4D Micro-Expression Dataset With Multimodalities. IEEE Trans. Affect. Comput. Xiaobai Li, Shiyang Cheng, Yante Li, Muzammil Behzad, Jie Shen, Stefanos Zafeiriou, Maja Pantic, Guoying Zhao
2022	—	`—`	Deep learning methods for analyzing vision-based emotion recognition from 3D/4D facial point clouds. Muzammil Behzad
2021	J	`jnl`	Disentangling 3D/4D Facial Affect Recognition With Faster Multi-View Transformer. IEEE Signal Process. Lett. Muzammil Behzad, Xiaobai Li, Guoying Zhao
2021	B	`conf`	Self-Supervised Learning via Multi-view Facial Rendezvous for 3D/4D Affect Recognition. FG Muzammil Behzad, Guoying Zhao
2021	J	`jnl`	Towards Reading Beyond Faces for Sparsity-aware 3D/4D Affect Recognition. Neurocomputing Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
2020	B	`conf`	Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition. FG Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
2020	J	`jnl`	Sparsity-Aware Deep Learning for Automatic 4D Facial Expression Recognition. CoRR Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
2019	A	`conf`	Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network. BMVC Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
2019	J	`jnl`	Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network. CoRR Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
2019	J	`jnl`	Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition. CoRR Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
2019	J	`jnl`	Performance Optimization in IoT-Based Next-Generation Wireless Sensor Networks. Trans. Comput. Collect. Intell. Muzammil Behzad, Manal Abdullah, Muhammad Talal Hassan, Yao Ge, Mahmood Ashraf Khan
2018	J	`jnl`	Image Denoising via Collaborative Dual-Domain Patch Filtering. CoRR Muzammil Behzad
2018	B	`conf`	Layer-Adaptive Communication and Collaborative Transformed-Domain Representations to Optimize Performance in Next-Generation WSNs. AINA Muzammil Behzad, Manal Abdullah, Muhammad Talal Hassan, Yao Ge, Mahmood Ashraf Khan
2018	J	`jnl`	M-BEHZAD: Minimum distance Based Energy efficiency using Hemisphere Zoning with Advanced Divide-and-Rule Scheme for Wireless Sensor Networks. CoRR Muzammil Behzad
2018	J	`jnl`	Toward Performance Optimization in IoT-based Next-Gen Wireless Sensor Networks. CoRR Muzammil Behzad, Manal Abdullah, Muhammad Talal Hassan, Yao Ge, Mahmood Ashraf Khan
2017	J	`jnl`	Distributed PCA and Consensus Based Energy Efficient Routing Protocol for WSNs. J. Inf. Sci. Eng. Muzammil Behzad, Muhammad Sharjeel Javaid, M. A. Parahca, S. Khan
2017	Misc	`conf`	Image denoising via collaborative support-agnostic recovery. ICASSP Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri
2017	J	`jnl`	Layer-Adaptive Communication and Collaborative Transformed-Domain Representations for Performance Optimization in WSNs. CoRR Muzammil Behzad, Manal Abdullah, Muhammad Talal Hassan, Yao Ge, Mahmood Ashraf Khan
2017	B	`conf`	Performance Optimization in Wireless Sensor Networks: A Novel Collaborative Compressed Sensing Approach. AINA Muzammil Behzad, Yao Ge
2016	J	`jnl`	Image Denoising Via Collaborative Support-Agnostic Recovery. CoRR Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri
2014	—	`conf`	Design and Development of a Low Cost Ubiquitous Tracking System. FNC/MobiSPC Muzammil Behzad, A. Sana, M. A. Khan, Z. Walayat, U. Qasim, Zahoor Ali Khan, Nadeem Javaid
2014	—	`conf`	IDDR: Improved Density Controlled Divide-and-Rule Scheme for Energy Efficient Routing in Wireless Sensor Networks. FNC/MobiSPC Fahad Saleem, Yousra Moeen, Muzammil Behzad, M. A. Hasnat, Zahoor Ali Khan, Umar Qasim, Nadeem Javaid
2014	—	`conf`	Mobility Model for WBANs. BWCCA Muhammad Moid Sandhu, Mariam Akbar, Muzammil Behzad, Nadeem Javaid, Zahoor Ali Khan, Umar Qasim
2014	—	`conf`	On Enhancing Network Reliability and Throughput for Critical-range based Applications in UWSNs. FNC/MobiSPC Amara Umar, M. A. Hasnat, Muzammil Behzad, I. Baseer, Zahoor Ali Khan, Umar Qasim, Nadeem Javaid
2014	—	`conf`	REEC: Reliable Energy Efficient Critical Data Routing in Wireless Body Area Networks. BWCCA Muhammad Moid Sandhu, Mariam Akbar, Muzammil Behzad, Nadeem Javaid, Zahoor Ali Khan, Umar Qasim
2014	—	`conf`	TSDDR: Threshold Sensitive Density Controlled Divide and Rule Routing Protocol for Wireless Sensor Networks. BWCCA Muzammil Behzad, Nadeem Javaid, A. Sana, Mahmood Ashraf Khan, Numan Saeed, Zahoor Ali Khan, Umar Qasim