Muzammil Behzad

Orcid: 0000-0003-3693-4596

According to our database1, Muzammil Behzad authored at least 47 papers between 2014 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Spatio-Semantic Expert Routing Architecture with Mixture-of-Experts for Referring Image Segmentation.
CoRR, March, 2026

XAI-CLIP: ROI-Guided Perturbation Framework for Explainable Medical Image Segmentation in Multimodal Vision-Language Models.
CoRR, February, 2026

UDAN-CLIP: Diffusion attention network with contrastive language-image joint learning for underwater image enhancement.
Pattern Recognit., 2026

KRCapVLM: Beam-guided knowledge replay for knowledge-rich image captioning using vision-language model.
Pattern Recognit., 2026

Freqformer: Frequency-Aware Single Image Super Resolution Network for Biomedical HSI.
Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025
SwinTF3D: A Lightweight Multimodal Fusion Approach for Text-Guided 3D Medical Image Segmentation.
CoRR, December, 2025

Attack-Aware Deepfake Detection under Counter-Forensic Manipulations.
CoRR, December, 2025

AquaDiff: Diffusion-Based Underwater Image Enhancement for Addressing Color Distortion.
CoRR, December, 2025

From Graphs to Gates: DNS-HyXNet, A Lightweight and Deployable Sequential Model for Real-Time DNS Tunnel Detection.
CoRR, December, 2025

PULSE: A Unified Multi-Task Architecture for Cardiac Segmentation, Diagnosis, and Few-Shot Cross-Modality Clinical Adaptation.
CoRR, December, 2025

Scaling Down to Scale Up: Towards Operationally-Efficient and Deployable Clinical Models via Cross-Modal Low-Rank Adaptation for Medical Vision-Language Models.
CoRR, December, 2025

Generative Adversarial Synthesis and Deep Feature Discrimination of Brain Tumor MRI Images.
CoRR, November, 2025

Prompt-Guided Patch UNet-VAE with Adversarial Supervision for Adrenal Gland Segmentation in Computed Tomography Medical Images.
CoRR, September, 2025

Facial Emotion Learning with Text-Guided Multiview Fusion via Vision-Language Model for 3D/4D Facial Expression Recognition.
CoRR, July, 2025

Self-Supervised Multi-View Representation Learning using Vision-Language Model for 3D/4D Facial Expression Recognition.
CoRR, June, 2025

Beam-Guided Knowledge Replay for Knowledge-Rich Image Captioning using Vision-Language Model.
CoRR, May, 2025

Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement.
CoRR, May, 2025

Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model.
CoRR, May, 2025

Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition.
CoRR, May, 2025

Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D FER Using Vision-Language Model.
CoRR, April, 2025

FACET-VLM: Facial emotion learning with text-guided multiview fusion via vision-language model for 3D/4D facial expression recognition.
Neurocomputing, 2025

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., 2025

SMILE-VLM: Self-Supervised Multi-View Representation Learning Using Vision-Language Model for 3D/4D Facial Expression Recognition.
IEEE Access, 2025

AffectVLM: Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D Facial Expression Recognition Using Vision-Language Model.
Proceedings of the 19th IEEE International Conference on Automatic Face and Gesture Recognition, 2025

2023
4DME: A Spontaneous 4D Micro-Expression Dataset With Multimodalities.
IEEE Trans. Affect. Comput., 2023

2022
Deep learning methods for analyzing vision-based emotion recognition from 3D/4D facial point clouds.
PhD thesis, 2022

2021
Disentangling 3D/4D Facial Affect Recognition With Faster Multi-View Transformer.
IEEE Signal Process. Lett., 2021

Towards Reading Beyond Faces for Sparsity-aware 3D/4D Affect Recognition.
Neurocomputing, 2021

Self-Supervised Learning via Multi-view Facial Rendezvous for 3D/4D Affect Recognition.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020
Sparsity-Aware Deep Learning for Automatic 4D Facial Expression Recognition.
CoRR, 2020

Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019
Performance Optimization in IoT-Based Next-Generation Wireless Sensor Networks.
Trans. Comput. Collect. Intell., 2019

Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Toward Performance Optimization in IoT-based Next-Gen Wireless Sensor Networks.
CoRR, 2018

Image Denoising via Collaborative Dual-Domain Patch Filtering.
CoRR, 2018

M-BEHZAD: Minimum distance Based Energy efficiency using Hemisphere Zoning with Advanced Divide-and-Rule Scheme for Wireless Sensor Networks.
CoRR, 2018

Layer-Adaptive Communication and Collaborative Transformed-Domain Representations to Optimize Performance in Next-Generation WSNs.
Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

2017
Distributed PCA and Consensus Based Energy Efficient Routing Protocol for WSNs.
J. Inf. Sci. Eng., 2017

Layer-Adaptive Communication and Collaborative Transformed-Domain Representations for Performance Optimization in WSNs.
CoRR, 2017

Image denoising via collaborative support-agnostic recovery.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Performance Optimization in Wireless Sensor Networks: A Novel Collaborative Compressed Sensing Approach.
Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

2014
On Enhancing Network Reliability and Throughput for Critical-range based Applications in UWSNs.
Proceedings of the 9th International Conference on Future Networks and Communications (FNC'14) / The 11th International Conference on Mobile Systems and Pervasive Computing (MobiSPC'14) / Affiliated Workshops, 2014

IDDR: Improved Density Controlled Divide-and-Rule Scheme for Energy Efficient Routing in Wireless Sensor Networks.
Proceedings of the 9th International Conference on Future Networks and Communications (FNC'14) / The 11th International Conference on Mobile Systems and Pervasive Computing (MobiSPC'14) / Affiliated Workshops, 2014

Design and Development of a Low Cost Ubiquitous Tracking System.
Proceedings of the 9th International Conference on Future Networks and Communications (FNC'14) / The 11th International Conference on Mobile Systems and Pervasive Computing (MobiSPC'14) / Affiliated Workshops, 2014

REEC: Reliable Energy Efficient Critical Data Routing in Wireless Body Area Networks.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

Mobility Model for WBANs.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

TSDDR: Threshold Sensitive Density Controlled Divide and Rule Routing Protocol for Wireless Sensor Networks.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014


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