NSTL国家科技图书文献中心

1. MACP: Efficient Model Adaptation for Cooperative Perception NSTL国家科技图书文献中心

Yunsheng Ma | Juanwu Lu ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 3361～3370 - 共10页

摘要：Vehicle-to-vehicle (V2V) communications have | greatly enhanced the perception capabilities of | connected and automated vehicles (CAVs) by enabling | information sharing to "see through the occlusions | ", resulting in significant performance improvements. However

关键词： Training | Location awareness | Adaptation models | Costs | Computational modeling | Vehicular ad hoc networks | Information sharing

2. Booster-SHOT: Boosting Stacked Homography Transformations for Multiview Pedestrian Detection with Attention NSTL国家科技图书文献中心

Jinwoo Hwang | Philipp Benz ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 362～371 - 共10页

摘要：Improving multi-view aggregation is integral | for multi-view pedestrian detection, which aims to | obtain a bird’s-eye-view pedestrian occupancy map from | images captured through a set of calibrated cameras | . Inspired by the success of attention modules for deep

关键词： Measurement | Computer vision | Pedestrians | Computational modeling | Logic gates | Benchmark testing | Cameras

3. VMFormer: End-to-End Video Matting with Transformer NSTL国家科技图书文献中心

Jiachen Li | Vidit Goel ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 6664～6673 - 共10页

摘要：Video matting aims to predict the alpha mattes | for each frame from a given input video sequence | . Recent solutions to video matting have been dominated | by deep convolutional neural networks (CNN) for the | past few years, which have become the de-facto

关键词： Industries | Computational modeling | Video sequences | Predictive models | Benchmark testing | Transformers | Real-time systems

4. The Background Also Matters: Background-Aware Motion-Guided Objects Discovery NSTL国家科技图书文献中心

Sandra Kara | Hejer Ammar ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 1205～1214 - 共10页

摘要：Recent works have shown that objects discovery | can largely benefit from the inherent motion | information in video data. However, these methods lack a | proper background processing, resulting in an over | -segmentation of the non-object regions into random segments

关键词： Measurement | Location awareness | Learning systems | Motion segmentation | Noise | Semantics | Noise reduction

5. Vikriti-ID: A Novel Approach For Real Looking Fingerprint Data-set Generation NSTL国家科技图书文献中心

Rishabh Shukla | Aditya Sinha ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 6383～6391 - 共9页

摘要：Fingerprint recognition research faces | significant challenges due to the limited availability of | extensive and publicly available fingerprint databases | . Existing databases lack a sufficient number of identities | and fingerprint impressions, which hinders progress

关键词： Access control | Computer vision | Databases | Fingerprint recognition | Generators | Usability | Faces

6. Automated Monitoring of Ear Biting in Pigs by Tracking Individuals and Events NSTL国家科技图书文献中心

Anicetus Odo | Niall McLaughlin ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 7080～7088 - 共9页

摘要：We propose a system for automated monitoring | of ear biting in pigs. Ear-biting presents a | welfare challenge to commercial pig farming, leading to | injuries and infections that affect animal welfare. We | use a computer vision system to detect and track all

关键词： Computer vision | Target tracking | Animals | Ear | Object detection | Cameras | Robustness

7. Co-Speech Gesture Detection through Multi-Phase Sequence Labeling NSTL国家科技图书文献中心

Esam Ghaleb | Ilya Burenko ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 3995～4003 - 共9页

摘要：Gestures are integral components of face-to | -face communication. They unfold over time, often | following predictable movement phases of preparation | , stroke, and retraction. Yet, the prevalent approach to | automatic gesture detection treats the problem as binary

关键词： Computer vision | Focusing | Predictive models | Transformers | Conditional random fields | Labeling | Proposals

8. Learning to Compose SuperWeights for Neural Parameter Allocation Search NSTL国家科技图书文献中心

Piotr Teterwak | Soren Nelson ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 2739～2748 - 共10页

摘要：Neural parameter allocation search (NPAS | ) automates parameter sharing by obtaining weights for a | network given an arbitrary, fixed parameter budget | . Prior work has two major drawbacks we aim to address | . First, there is a disconnect in the sharing pattern

关键词： Training | Weight measurement | Computer vision | Computational modeling | Computer architecture | Network architecture | Size measurement

9. FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer NSTL国家科技图书文献中心

Chi-Chih Chang | Yuan-Yao Sung ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 2470～2479 - 共10页

摘要：Vision Transformers (ViT) have recently | demonstrated success across a myriad of computer vision tasks | . However, their elevated computational demands pose | significant challenges for real-world deployment. While low | -rank approximation stands out as a renowned method to

关键词： Training | Computer vision | Filtering | Flora | Computer architecture | Interference | Transformers

10. A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping NSTL国家科技图书文献中心

Hunor Laczkó | Meysam Madadi ... - 《2024 IEEE/CVF Winter Conference on Applications of Computer Vision: WACV 2024, Waikoloa, Hawaii, USA, 3-8 January 2024, [v.11]》 - IEEE/CVF Winter Conference on Applications of Computer Vision - 2024, - 8694～8703 - 共10页

摘要：RGB cloth generation has been deeply studied | in the related literature, however, 3D garment | generation remains an open problem. In this paper, we build | a conditional variational autoencoder for 3D | garment generation and draping. We propose a pyramid

摘要：Vehicle-to-vehicle (V2V) communications have | greatly enhanced the perception capabilities of | connected and automated vehicles (CAVs) by enabling | information sharing to "see through the occlusions | ", resulting in significant performance improvements. However

关键词： Training | Location awareness | Adaptation models | Costs | Computational modeling | Vehicular ad hoc networks | Information sharing

摘要：Improving multi-view aggregation is integral | for multi-view pedestrian detection, which aims to | obtain a bird’s-eye-view pedestrian occupancy map from | images captured through a set of calibrated cameras | . Inspired by the success of attention modules for deep

关键词： Measurement | Computer vision | Pedestrians | Computational modeling | Logic gates | Benchmark testing | Cameras

摘要：Video matting aims to predict the alpha mattes | for each frame from a given input video sequence | . Recent solutions to video matting have been dominated | by deep convolutional neural networks (CNN) for the | past few years, which have become the de-facto

关键词： Industries | Computational modeling | Video sequences | Predictive models | Benchmark testing | Transformers | Real-time systems

摘要：Recent works have shown that objects discovery | can largely benefit from the inherent motion | information in video data. However, these methods lack a | proper background processing, resulting in an over | -segmentation of the non-object regions into random segments

关键词： Measurement | Location awareness | Learning systems | Motion segmentation | Noise | Semantics | Noise reduction

摘要：Fingerprint recognition research faces | significant challenges due to the limited availability of | extensive and publicly available fingerprint databases | . Existing databases lack a sufficient number of identities | and fingerprint impressions, which hinders progress

关键词： Access control | Computer vision | Databases | Fingerprint recognition | Generators | Usability | Faces

摘要：We propose a system for automated monitoring | of ear biting in pigs. Ear-biting presents a | welfare challenge to commercial pig farming, leading to | injuries and infections that affect animal welfare. We | use a computer vision system to detect and track all

关键词： Computer vision | Target tracking | Animals | Ear | Object detection | Cameras | Robustness

摘要：Gestures are integral components of face-to | -face communication. They unfold over time, often | following predictable movement phases of preparation | , stroke, and retraction. Yet, the prevalent approach to | automatic gesture detection treats the problem as binary

关键词： Computer vision | Focusing | Predictive models | Transformers | Conditional random fields | Labeling | Proposals

摘要：Neural parameter allocation search (NPAS | ) automates parameter sharing by obtaining weights for a | network given an arbitrary, fixed parameter budget | . Prior work has two major drawbacks we aim to address | . First, there is a disconnect in the sharing pattern

关键词： Training | Weight measurement | Computer vision | Computational modeling | Computer architecture | Network architecture | Size measurement

摘要：Vision Transformers (ViT) have recently | demonstrated success across a myriad of computer vision tasks | . However, their elevated computational demands pose | significant challenges for real-world deployment. While low | -rank approximation stands out as a renowned method to

关键词： Training | Computer vision | Filtering | Flora | Computer architecture | Interference | Transformers

摘要：RGB cloth generation has been deeply studied | in the related literature, however, 3D garment | generation remains an open problem. In this paper, we build | a conditional variational autoencoder for 3D | garment generation and draping. We propose a pyramid

关键词： Training | Convolutional codes | Computer vision | Three-dimensional displays | Shape | Computational modeling | Clothing

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