Showing 2024 · cs.CVShow all

52 papers · 2 filters

cs.CV2024★ 9 cited

HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization

Zijie Fang, Yifeng Wang, Peizhang Xie +2

Tissue semantic segmentation is one of the key tasks in computational pathology. To avoid the expensive and laborious acquisition of pixel-level annotations, a wide range of studie…

cs.CV2024★ 24 cited

VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling

Yunkang Cao, Haiming Yao, Wei Luo +1

This paper addresses a practical task: High-Resolution Image Anomaly Detection (HRIAD). In comparison to conventional image anomaly detection for low-resolution images, HRIAD impos…

cs.CV2024★ 32 cited

Seamless Detection: Unifying Salient Object Detection and Camouflaged Object Detection

Yi Liu, Chengxin Li, Xiaohui Dong +4

Achieving joint learning of Salient Object Detection (SOD) and Camouflaged Object Detection (COD) is extremely challenging due to their distinct object characteristics, i.e., salie…

cs.CV2024★ 5 cited

MoTrans: Customized Motion Transfer with Text-driven Video Diffusion Models

Xiaomin Li, Xu Jia, Qinghe Wang +5

Existing pretrained text-to-video (T2V) models have demonstrated impressive abilities in generating realistic videos with basic motion or camera movement. However, these models exh…

cs.CV2024★ 5 cited

A Comprehensive Survey of Action Quality Assessment: Method and Benchmark

Kanglei Zhou, Ruizhi Cai, Liyuan Wang +2

Action Quality Assessment (AQA) aims to automatically evaluate how well human actions are performed and has been widely applied in sports analysis, skill assessment, and healthcare…

cs.CV2024★ 7 cited

EDTformer: An Efficient Decoder Transformer for Visual Place Recognition

Tong Jin, Feng Lu, Shuyu Hu +2

Visual place recognition (VPR) aims to determine the general geographical location of a query image by retrieving visually similar images from a large geo-tagged database. To obtai…

cs.CV2024

Corner2Net: Detecting Objects as Cascade Corners

Chenglong Liu, Jintao Liu, Haorao Wei +4

The corner-based detection paradigm enjoys the potential to produce high-quality boxes. But the development is constrained by three factors: 1) Hard to match corners. Heuristic cor…

cs.CV2024★ 22 cited

TEXGen: a Generative Diffusion Model for Mesh Textures

Xin Yu, Ze Yuan, Yuan-Chen Guo +6

While high-quality texture maps are essential for realistic 3D asset rendering, few studies have explored learning directly in the texture space, especially on large-scale datasets…

cs.CV2024★ 5 cited

LiDAR-based End-to-end Temporal Perception for Vehicle-Infrastructure Cooperation

Zhenwei Yang, Jilei Mao, Wenxian Yang +4

Temporal perception, defined as the capability to detect and track objects across temporal sequences, serves as a fundamental component in autonomous driving systems. While single-…

cs.CV2024★ 2 cited

Efficient Feature Aggregation and Scale-Aware Regression for Monocular 3D Object Detection

Yifan Wang, Xiaochen Yang, Fanqi Pu +2

Monocular 3D object detection has attracted great attention due to simplicity and low cost. Existing methods typically follow conventional 2D detection paradigms, first locating ob…

cs.CV2024

DMVC: Multi-Camera Video Compression Network aimed at Improving Deep Learning Accuracy

Huan Cui, Qing Li, Hanling Wang +1

We introduce a cutting-edge video compression framework tailored for the age of ubiquitous video data, uniquely designed to serve machine learning applications. Unlike traditional…

cs.CV2024

CloudEye: A New Paradigm of Video Analysis System for Mobile Visual Scenarios

Huan Cui, Qing Li, Hanling Wang +1

Mobile deep vision systems play a vital role in numerous scenarios. However, deep learning applications in mobile vision scenarios face problems such as tight computing resources.…

cs.CV2024★ 1 cited

Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization

Xingqi Wang, Xiaoyuan Yi, Xing Xie +1

Recent advancements in diffusion models trained on large-scale data have enabled the generation of indistinguishable human-level images, yet they often produce harmful content misa…

cs.CV2024★ 2 cited

Fine-detailed Neural Indoor Scene Reconstruction using multi-level importance sampling and multi-view consistency

Xinghui Li, Yuchen Ji, Xiansong Lai +1

Recently, neural implicit 3D reconstruction in indoor scenarios has become popular due to its simplicity and impressive performance. Previous works could produce complete results l…

cs.CV2024★ 1 cited

High-quality Animatable Eyelid Shapes from Lightweight Captures

Junfeng Lyu, Feng Xu

High-quality eyelid reconstruction and animation are challenging for the subtle details and complicated deformations. Previous works usually suffer from the trade-off between the c…

cs.CV2024★ 9 cited

Diffusion-Based Depth Inpainting for Transparent and Reflective Objects

Tianyu Sun, Dingchang Hu, Yixiang Dai +1

Transparent and reflective objects, which are common in our everyday lives, present a significant challenge to 3D imaging techniques due to their unique visual and optical properti…

cs.CV2024★ 5 cited

DanceCamAnimator: Keyframe-Based Controllable 3D Dance Camera Synthesis

Zixuan Wang, Jiayi Li, Xiaoyu Qin +4

Synthesizing camera movements from music and dance is highly challenging due to the contradicting requirements and complexities of dance cinematography. Unlike human movements, whi…

cs.CV2024★ 16 cited

Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis

Xitong Ling, Minxi Ouyang, Yizhi Wang +8

Histopathology analysis is the gold standard for medical diagnosis. Accurate classification of whole slide images (WSIs) and region-of-interests (ROIs) localization can assist path…

cs.CV2024★ 5 cited

PIP: Detecting Adversarial Examples in Large Vision-Language Models via Attention Patterns of Irrelevant Probe Questions

Yudong Zhang, Ruobing Xie, Jiansheng Chen +2

Large Vision-Language Models (LVLMs) have demonstrated their powerful multimodal capabilities. However, they also face serious safety problems, as adversaries can induce robustness…

cs.CV2024★ 22 cited

Multi-weather Cross-view Geo-localization Using Denoising Diffusion Models

Tongtong Feng, Qing Li, Xin Wang +3

Cross-view geo-localization in GNSS-denied environments aims to determine an unknown location by matching drone-view images with the correct geo-tagged satellite-view images from a…

cs.CV2024★ 12 cited

Freehand Sketch Generation from Mechanical Components

Zhichao Liao, Di Huang, Heming Fang +5

Drawing freehand sketches of mechanical components on multimedia devices for AI-based engineering modeling has become a new trend. However, its development is being impeded because…

cs.CV2024★ 5 cited

MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Diversity

Yangzhou Liu, Yue Cao, Zhangwei Gao +9

Despite the effectiveness of vision-language supervised fine-tuning in enhancing the performance of Vision Large Language Models (VLLMs). However, existing visual instruction tunin…

cs.CV2024★ 2 cited

2DGH: 2D Gaussian-Hermite Splatting for High-quality Rendering and Better Geometry Features

Ruihan Yu, Tianyu Huang, Jingwang Ling +1

2D Gaussian Splatting has recently emerged as a significant method in 3D reconstruction, enabling novel view synthesis and geometry reconstruction simultaneously. While the well-kn…

cs.CV2024★ 21 cited

Multi-source Domain Adaptation for Panoramic Semantic Segmentation

Jing Jiang, Sicheng Zhao, Jiankun Zhu +7

Unsupervised domain adaptation methods for panoramic semantic segmentation utilize real pinhole images or low-cost synthetic panoramic images to transfer segmentation models to rea…