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1. FOTV-HQS: A Fractional-Order Total Variation Model for LiDAR Super-Resolution with Deep Unfolding Network NSTL国家科技图书文献中心

Huiying Xi |  Xia Yuan... -  《Computer Vision - ACCV 2024,Part VII》 -  Asian Conference on Computer Vision - 2025, - 76～92 - 共17页

摘要：LiDAR super-resolution can improve the quality |  of point cloud data, which is critical for |  improving many downstream tasks such as object detection | , identification, and tracking. Traditional LiDAR super | -resolution models often struggle with issues like block
关键词： Super-resolution |  LiDAR |  Fractional-order total variation |  Deep unfolding
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2. VIPNet: Combining Viewpoint Information and Shape Priors for Instant Multi-view 3D Reconstruction NSTL国家科技图书文献中心

Weining Ye |  Zhixuan Li... -  《Computer Vision - ACCV 2024,Part IX》 -  Asian Conference on Computer Vision - 2025, - 38～54 - 共17页

摘要：While the multi-view 3D reconstruction task |  has made significant progress, existing methods |  simply fuse multi-view image features without |  effectively leveraging available auxiliary information | , especially the viewpoint information for guiding and
关键词： Multi-view 3D reconstruction |  Viewpoint |  Shape prior
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3. EQ-CBM: A Probabilistic Concept Bottleneck with Energy-Based Models and Quantized Vectors NSTL国家科技图书文献中心

Sangwon Kim |  Dasom Ahn... -  《Computer Vision - ACCV 2024,Part VII》 -  Asian Conference on Computer Vision - 2025, - 270～286 - 共17页

摘要：The demand for reliable AI systems has |  intensified the need for interpretable deep neural networks | . Concept bottleneck models (CBMs) have gained attention |  as an effective approach by leveraging human | -understandable concepts to enhance interpretability. However
关键词： Concept bottleneck model |  Energy-based model |  Vector quantization
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4. OneBEV: Using One Panoramic Image for Bird's-Eye-View Semantic Mapping NSTL国家科技图书文献中心

Jiale Wei |  Junwei Zheng... -  《Computer Vision - ACCV 2024,Part X》 -  Asian Conference on Computer Vision - 2025, - 377～393 - 共17页

摘要：In the field of autonomous driving, Bird's-Eye | -View (BEV) perception has attracted increasing |  attention in the community since it provides more |  comprehensive information compared with pinhole front-view |  images and panoramas. Traditional BEV methods, which
关键词： BEV mapping |  Panoramic images |  Mamba
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5. Enhancing Multimedia Applications by Removing Dynamic Objects in Neural Radiance Fields NSTL国家科技图书文献中心

XianBen Yang |  Tao Wang... -  《Computer Vision - ACCV 2024,Part X》 -  Asian Conference on Computer Vision - 2025, - 108～124 - 共17页

摘要：Neural Radiance Fields (NeRF) are at the |  forefront of view synthesis technology, renowned for their |  versatility and ease of implementation across various |  applications. However, their integration into multimedia |  environments faces challenges: objects occlude background
关键词： Novel view synthesis |  NeRF |  IQA |  Image inpainting
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6. Tracking Correction Method for Rapid and Random Protein Molecules Movement NSTL国家科技图书文献中心

Satoshi Kamiya |  Keisuke Toida... -  《Computer Vision - ACCV 2024,Part II》 -  Asian Conference on Computer Vision - 2025, - 449～465 - 共17页

摘要：In recent years, there has been a increasing |  demand for tracking protein molecules with the focus on |  immune system researches. However, machine learning | -based single-particle tracking (SPT) faces the |  challenges in accuracy due to the rapid and random movement
关键词： Single-particle tracking |  Multi-object tracking |  Optimization algorithm
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7. HMGS: Hybrid Model of Gaussian Splatting for Enhancing 3D Reconstruction with Reflections NSTL国家科技图书文献中心

Hengbin Zhang |  Chengliang Wang... -  《Computer Vision - ACCV 2024,Part X》 -  Asian Conference on Computer Vision - 2025, - 142～158 - 共17页

摘要：The advent of 3D Gaussian Splatting (3D-GS | ) marks a significant breakthrough in the field of 3D |  reconstruction, leveraging GPU rasterization technology to |  achieve real-time rendering with state-of-the-art |  quality. However, 3D-GS is limited by the capacity of
关键词： 3D gaussian splatting |  Quality enhancement |  Lighting decomposition |  Reflection modeling
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8. Scene-Adaptive SVAD Based On Multi-modal Action-Based Feature Extraction NSTL国家科技图书文献中心

Shibo Gao |  Peipei Yang... -  《Computer Vision - ACCV 2024,Part III》 -  Asian Conference on Computer Vision - 2025, - 329～346 - 共18页

摘要：Due to the lack of anomalous data, most |  existing semi-supervised video anomaly detection (SVAD | ) methods rely on designing self-supervised tasks to |  reconstruct video frames for learning normal patterns from |  training data, thereby distinguishing anomalous events
关键词： Semi-supervised video anomaly detection |  Multi-modal model
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9. PARNet: Aortic Reconstruction from Orthogonal X-Rays Using Pre-trained Generative Adversarial Networks NSTL国家科技图书文献中心

Chengwei Cao |  Jinhui Zhang... -  《Computer Vision - ACCV 2024,Part II》 -  Asian Conference on Computer Vision - 2025, - 3～20 - 共18页

摘要：The three-dimensional reconstruction of the |  aorta plays a crucial role in assisting minimally |  invasive vascular interventions to treat coronary artery |  disease, aiding surgeons in finding the optimal |  procedural angles for locating and delivering intervention
关键词： 3D aortic reconstruction |  GAN |  Pre-trained
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10. D'OH: Decoder-Only Random Hypernetworks for Implicit Neural Representations NSTL国家科技图书文献中心

Cameron Gordon |  Lachlan E. MacDonald... -  《Computer Vision - ACCV 2024,Part VII》 -  Asian Conference on Computer Vision - 2025, - 128～147 - 共20页

摘要：Deep implicit functions have been found to be |  an effective tool for efficiently encoding all |  manner of natural signals. Their attractiveness stems |  from their ability to compactly represent signals |  with little to no offline training data. Instead
关键词： Implicit neural representations |  Compression |  Hypernetworks
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