default search action
Muzammil Behzad
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2026
- [j10]Reem AlJunaid, Qasim Umer
, Sajjad Mahmood, Mahmood Khan Niazi
KRCapVLM: Beam-guided knowledge replay for knowledge-rich image captioning using vision-language model. Pattern Recognit. 179: 113568 (2026) - [j9]Afrah Shaahid
UDAN-CLIP: Diffusion attention network with contrastive language-image joint learning for underwater image enhancement. Pattern Recognit. 179: 113573 (2026) - [i26]Thuraya Alzubaidi, Sana Ammar, Maryam Alsharqi, Islem Rekik, Muzammil Behzad:
XAI-CLIP: ROI-Guided Perturbation Framework for Explainable Medical Image Segmentation in Multimodal Vision-Language Models. CoRR abs/2602.07017 (2026) - [i25]Alaa Dalaq, Muzammil Behzad:
Spatio-Semantic Expert Routing Architecture with Mixture-of-Experts for Referring Image Segmentation. CoRR abs/2603.12538 (2026) - 2025
- [j8]Muzammil Behzad
SMILE-VLM: Self-Supervised Multi-View Representation Learning Using Vision-Language Model for 3D/4D Facial Expression Recognition. IEEE Access 13: 143831-143842 (2025) - [j7]Hania Ghouse
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. 262: 104522 (2025) - [j6]Muzammil Behzad
FACET-VLM: Facial emotion learning with text-guided multiview fusion via vision-language model for 3D/4D facial expression recognition. Neurocomputing 657: 131621 (2025) - [c13]Muzammil Behzad, Guoying Zhao:
AffectVLM: Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D Facial Expression Recognition Using Vision-Language Model. FG 2025: 1-6 - [i24]Muzammil Behzad, Guoying Zhao:
Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D FER Using Vision-Language Model. CoRR abs/2504.19739 (2025) - [i23]Muzammil Behzad:
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition. CoRR abs/2505.09336 (2025) - [i22]Hania Ghouse, Muzammil Behzad:
MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation. CoRR abs/2505.10672 (2025) - [i21]Alaa Dalaq, Muzammil Behzad:
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model. CoRR abs/2505.19242 (2025) - [i20]Afrah Shaahid, Muzammil Behzad:
Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement. CoRR abs/2505.19895 (2025) - [i19]Reem AlJunaid, Muzammil Behzad:
Beam-Guided Knowledge Replay for Knowledge-Rich Image Captioning using Vision-Language Model. CoRR abs/2505.23358 (2025) - [i18]Muzammil Behzad:
Self-Supervised Multi-View Representation Learning using Vision-Language Model for 3D/4D Facial Expression Recognition. CoRR abs/2506.01203 (2025) - [i17]Muzammil Behzad:
Facial Emotion Learning with Text-Guided Multiview Fusion via Vision-Language Model for 3D/4D Facial Expression Recognition. CoRR abs/2507.01673 (2025) - [i16]Hania Ghouse, Muzammil Behzad:
Prompt-Guided Patch UNet-VAE with Adversarial Supervision for Adrenal Gland Segmentation in Computed Tomography Medical Images. CoRR abs/2509.03188 (2025) - [i15]Md. Sumon Ali, Muzammil Behzad:
Generative Adversarial Synthesis and Deep Feature Discrimination of Brain Tumor MRI Images. CoRR abs/2511.01574 (2025) - [i14]Thuraya Alzubaidi, Farhad R. Nezami, Muzammil Behzad:
Scaling Down to Scale Up: Towards Operationally-Efficient and Deployable Clinical Models via Cross-Modal Low-Rank Adaptation for Medical Vision-Language Models. CoRR abs/2512.00597 (2025) - [i13]Hania Ghouse, Maryam Alsharqi, Farhad R. Nezami, Muzammil Behzad:
PULSE: A Unified Multi-Task Architecture for Cardiac Segmentation, Diagnosis, and Few-Shot Cross-Modality Clinical Adaptation. CoRR abs/2512.03848 (2025) - [i12]Faraz Ali, Muhammad Afaq, Mahmood Niazi, Muzammil Behzad:
From Graphs to Gates: DNS-HyXNet, A Lightweight and Deployable Sequential Model for Real-Time DNS Tunnel Detection. CoRR abs/2512.09565 (2025) - [i11]Afrah Shaahid
AquaDiff: Diffusion-Based Underwater Image Enhancement for Addressing Color Distortion. CoRR abs/2512.14760 (2025) - [i10]Noor Fatima, Hasan Faraz Khan, Muzammil Behzad:
Attack-Aware Deepfake Detection under Counter-Forensic Manipulations. CoRR abs/2512.22303 (2025) - [i9]Hasan Faraz Khan, Noor Fatima, Muzammil Behzad:
SwinTF3D: A Lightweight Multimodal Fusion Approach for Text-Guided 3D Medical Image Segmentation. CoRR abs/2512.22878 (2025) - 2023
- [j5]Xiaobai Li
4DME: A Spontaneous 4D Micro-Expression Dataset With Multimodalities. IEEE Trans. Affect. Comput. 14(4): 3031-3047 (2023) - 2022
- [b1]Muzammil Behzad:
Deep learning methods for analyzing vision-based emotion recognition from 3D/4D facial point clouds. University of Oulu, Finland, 2022 - 2021
- [j4]Muzammil Behzad
Towards Reading Beyond Faces for Sparsity-aware 3D/4D Affect Recognition. Neurocomputing 458: 297-307 (2021) - [j3]Muzammil Behzad
Disentangling 3D/4D Facial Affect Recognition With Faster Multi-View Transformer. IEEE Signal Process. Lett. 28: 1913-1917 (2021) - [c12]Muzammil Behzad
Self-Supervised Learning via Multi-view Facial Rendezvous for 3D/4D Affect Recognition. FG 2021: 1-5 - 2020
- [c11]Muzammil Behzad
Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition. FG 2020: 302-306 - [i8]Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao:
Sparsity-Aware Deep Learning for Automatic 4D Facial Expression Recognition. CoRR abs/2002.03157 (2020)
2010 – 2019
- 2019
- [j2]Muzammil Behzad
Performance Optimization in IoT-Based Next-Generation Wireless Sensor Networks. Trans. Comput. Collect. Intell. 33: 1-31 (2019) - [c10]Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao:
Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network. BMVC 2019: Article 110 - [i7]Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao:
Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network. CoRR abs/1905.02319 (2019) - [i6]Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao:
Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition. CoRR abs/1910.05445 (2019) - 2018
- [c9]Muzammil Behzad
Layer-Adaptive Communication and Collaborative Transformed-Domain Representations to Optimize Performance in Next-Generation WSNs. AINA 2018: 101-108 - [i5]Muzammil Behzad:
M-BEHZAD: Minimum distance Based Energy efficiency using Hemisphere Zoning with Advanced Divide-and-Rule Scheme for Wireless Sensor Networks. CoRR abs/1804.00898 (2018) - [i4]Muzammil Behzad:
Image Denoising via Collaborative Dual-Domain Patch Filtering. CoRR abs/1805.00472 (2018) - [i3]Muzammil Behzad, Manal Abdullah, Muhammad Talal Hassan, Yao Ge, Mahmood Ashraf Khan:
Toward Performance Optimization in IoT-based Next-Gen Wireless Sensor Networks. CoRR abs/1806.09980 (2018) - 2017
- [j1]Muzammil Behzad, Muhammad Sharjeel Javaid, M. A. Parahca, S. Khan:
Distributed PCA and Consensus Based Energy Efficient Routing Protocol for WSNs. J. Inf. Sci. Eng. 33(5): 1267-1283 (2017) - [c8]Muzammil Behzad
Performance Optimization in Wireless Sensor Networks: A Novel Collaborative Compressed Sensing Approach. AINA 2017: 749-756 - [c7]Muzammil Behzad
Image denoising via collaborative support-agnostic recovery. ICASSP 2017: 1343-1347 - [i2]Muzammil Behzad, Manal Abdullah, Muhammad Talal Hassan, Yao Ge, Mahmood Ashraf Khan:
Layer-Adaptive Communication and Collaborative Transformed-Domain Representations for Performance Optimization in WSNs. CoRR abs/1712.04259 (2017) - 2016
- [i1]Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri
Image Denoising Via Collaborative Support-Agnostic Recovery. CoRR abs/1609.02932 (2016) - 2014
- [c6]Muzammil Behzad
TSDDR: Threshold Sensitive Density Controlled Divide and Rule Routing Protocol for Wireless Sensor Networks. BWCCA 2014: 78-83 - [c5]Muhammad Moid Sandhu
Mobility Model for WBANs. BWCCA 2014: 155-160 - [c4]Muhammad Moid Sandhu
REEC: Reliable Energy Efficient Critical Data Routing in Wireless Body Area Networks. BWCCA 2014: 446-451 - [c3]Amara Umar
On Enhancing Network Reliability and Throughput for Critical-range based Applications in UWSNs. FNC/MobiSPC 2014: 196-203 - [c2]Fahad Saleem, Yousra Moeen, Muzammil Behzad
IDDR: Improved Density Controlled Divide-and-Rule Scheme for Energy Efficient Routing in Wireless Sensor Networks. FNC/MobiSPC 2014: 212-219 - [c1]Muzammil Behzad
Design and Development of a Low Cost Ubiquitous Tracking System. FNC/MobiSPC 2014: 220-227
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-04-28 00:35 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: