PIT-QMM: A Large Multimodal Model For No-Reference Point Cloud Quality Assessment
Fuente:
arXiv
Saved in:
| Main Authors: | Gupta, Shashank, Phillips, Gregoire, Bovik, Alan C. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Rectified-CFG++ for Flow Based Models
by: Saini, Shreshth, et al.
Published: (2025)
by: Saini, Shreshth, et al.
Published: (2025)
Mesh Compression with Quantized Neural Displacement Fields
by: Pentapati, Sai Karthikey, et al.
Published: (2025)
by: Pentapati, Sai Karthikey, et al.
Published: (2025)
Non-Aligned Reference Image Quality Assessment for Novel View Synthesis
by: Ghildyal, Abhijay, et al.
Published: (2025)
by: Ghildyal, Abhijay, et al.
Published: (2025)
Subjective Quality Assessment of Compressed Tone-Mapped High Dynamic Range Videos
by: Venkataramanan, Abhinau K., et al.
Published: (2024)
by: Venkataramanan, Abhinau K., et al.
Published: (2024)
Study of Subjective and Objective Quality Assessment of Mobile Cloud Gaming Videos
by: Saha, Avinab, et al.
Published: (2023)
by: Saha, Avinab, et al.
Published: (2023)
Stochasticity-aware No-Reference Point Cloud Quality Assessment
by: Fan, Songlin, et al.
Published: (2024)
by: Fan, Songlin, et al.
Published: (2024)
TRIQA: Image Quality Assessment by Contrastive Pretraining on Ordered Distortion Triplets
by: Sureddi, Rajesh, et al.
Published: (2025)
by: Sureddi, Rajesh, et al.
Published: (2025)
GameScope: A Multi-Attribute, Multi-Codec Benchmark Dataset for Gaming Video Quality Assessment
by: Sureddi, Rajesh, et al.
Published: (2026)
by: Sureddi, Rajesh, et al.
Published: (2026)
PAME: Self-Supervised Masked Autoencoder for No-Reference Point Cloud Quality Assessment
by: Shan, Ziyu, et al.
Published: (2024)
by: Shan, Ziyu, et al.
Published: (2024)
Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment
by: Shan, Ziyu, et al.
Published: (2024)
by: Shan, Ziyu, et al.
Published: (2024)
Subjective and Objective Analysis of Indian Social Media Video Quality
by: Mishra, Sandeep, et al.
Published: (2024)
by: Mishra, Sandeep, et al.
Published: (2024)
Perceptual Visual Quality Assessment: Principles, Methods, and Future Directions
by: Zhou, Wei, et al.
Published: (2025)
by: Zhou, Wei, et al.
Published: (2025)
Seeing Beyond 8bits: Subjective and Objective Quality Assessment of HDR-UGC Videos
by: Saini, Shreshth, et al.
Published: (2026)
by: Saini, Shreshth, et al.
Published: (2026)
Subjective and Objective Quality Assessment of Banding Artifacts on Compressed Videos
by: Zheng, Qi, et al.
Published: (2025)
by: Zheng, Qi, et al.
Published: (2025)
PointQ-Bench: Benchmarking Diagnostic and Interpretable Point Cloud Quality Assessment
by: Wang, Duanchu, et al.
Published: (2026)
by: Wang, Duanchu, et al.
Published: (2026)
Joint Quality Assessment and Example-Guided Image Processing by Disentangling Picture Appearance from Content
by: Venkataramanan, Abhinau K., et al.
Published: (2024)
by: Venkataramanan, Abhinau K., et al.
Published: (2024)
VIDMP3: Video Editing by Representing Motion with Pose and Position Priors
by: Mishra, Sandeep, et al.
Published: (2025)
by: Mishra, Sandeep, et al.
Published: (2025)
YouDream: Generating Anatomically Controllable Consistent Text-to-3D Animals
by: Mishra, Sandeep, et al.
Published: (2024)
by: Mishra, Sandeep, et al.
Published: (2024)
C3DAG: Controlled 3D Animal Generation using 3D pose guidance
by: Mishra, Sandeep, et al.
Published: (2024)
by: Mishra, Sandeep, et al.
Published: (2024)
QD-PCQA: Quality-Aware Domain Adaptation for Point Cloud Quality Assessment
by: Zhang, Guohua, et al.
Published: (2026)
by: Zhang, Guohua, et al.
Published: (2026)
RegionRoute: Regional Style Transfer with Diffusion Model
by: Chen, Bowen, et al.
Published: (2026)
by: Chen, Bowen, et al.
Published: (2026)
Asynchronous Feedback Network for Perceptual Point Cloud Quality Assessment
by: Zhang, Yujie, et al.
Published: (2024)
by: Zhang, Yujie, et al.
Published: (2024)
DPCD: A Quality Assessment Database for Dynamic Point Clouds
by: Liu, Yating, et al.
Published: (2025)
by: Liu, Yating, et al.
Published: (2025)
No-Reference Point Cloud Quality Assessment via Graph Convolutional Network
by: Chen, Wu, et al.
Published: (2024)
by: Chen, Wu, et al.
Published: (2024)
UPDA: Unsupervised Progressive Domain Adaptation for No-Reference Point Cloud Quality Assessment
by: Xie, Bingxu, et al.
Published: (2026)
by: Xie, Bingxu, et al.
Published: (2026)
HDRSDR-VQA: A Subjective Video Quality Dataset for HDR and SDR Comparative Evaluation
by: Chen, Bowen, et al.
Published: (2025)
by: Chen, Bowen, et al.
Published: (2025)
CHUG: Crowdsourced User-Generated HDR Video Quality Dataset
by: Saini, Shreshth, et al.
Published: (2025)
by: Saini, Shreshth, et al.
Published: (2025)
GT-PCQA: Geometry-Texture Decoupled Point Cloud Quality Assessment with MLLM
by: Zhang, Guohua, et al.
Published: (2026)
by: Zhang, Guohua, et al.
Published: (2026)
A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
by: Wu, Tianhe, et al.
Published: (2024)
by: Wu, Tianhe, et al.
Published: (2024)
Cut-FUNQUE: An Objective Quality Model for Compressed Tone-Mapped High Dynamic Range Videos
by: Venkataramanan, Abhinau K., et al.
Published: (2024)
by: Venkataramanan, Abhinau K., et al.
Published: (2024)
Video Quality Assessment: A Comprehensive Survey
by: Zheng, Qi, et al.
Published: (2024)
by: Zheng, Qi, et al.
Published: (2024)
LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
by: Zhang, Zicheng, et al.
Published: (2024)
by: Zhang, Zicheng, et al.
Published: (2024)
CLIP-PCQA: Exploring Subjective-Aligned Vision-Language Modeling for Point Cloud Quality Assessment
by: Liu, Yating, et al.
Published: (2025)
by: Liu, Yating, et al.
Published: (2025)
Quality Prediction of AI Generated Images and Videos: Emerging Trends and Opportunities
by: Ghildyal, Abhijay, et al.
Published: (2024)
by: Ghildyal, Abhijay, et al.
Published: (2024)
Point Cloud Compression and Objective Quality Assessment: A Survey
by: Xu, Yiling, et al.
Published: (2025)
by: Xu, Yiling, et al.
Published: (2025)
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization
by: Shan, Ziyu, et al.
Published: (2024)
by: Shan, Ziyu, et al.
Published: (2024)
Multimodal Point Cloud Semantic Segmentation With Virtual Point Enhancement
by: Duan, Zaipeng, et al.
Published: (2025)
by: Duan, Zaipeng, et al.
Published: (2025)
Physics-Informed Tracking (PIT)
by: Hovad, Emil, et al.
Published: (2026)
by: Hovad, Emil, et al.
Published: (2026)
Latent Guidance in Diffusion Models for Perceptual Evaluations
by: Saini, Shreshth, et al.
Published: (2025)
by: Saini, Shreshth, et al.
Published: (2025)
Bringing Multimodal Large Language Models to Infrared-Visible Image Fusion Quality Assessment
by: Guo, Yuchen, et al.
Published: (2026)
by: Guo, Yuchen, et al.
Published: (2026)
Similar Items
-
Rectified-CFG++ for Flow Based Models
by: Saini, Shreshth, et al.
Published: (2025) -
Mesh Compression with Quantized Neural Displacement Fields
by: Pentapati, Sai Karthikey, et al.
Published: (2025) -
Non-Aligned Reference Image Quality Assessment for Novel View Synthesis
by: Ghildyal, Abhijay, et al.
Published: (2025) -
Subjective Quality Assessment of Compressed Tone-Mapped High Dynamic Range Videos
by: Venkataramanan, Abhinau K., et al.
Published: (2024) -
Study of Subjective and Objective Quality Assessment of Mobile Cloud Gaming Videos
by: Saha, Avinab, et al.
Published: (2023)