Object Detection

Foundation Model Priors Enhance Object Focus in Feature Space for Source-Free Object Detection CVPR 2026 Fourier Angle Alignment for Oriented Object Detection in Remote Sensing CVPR 2026 Fractal Camouflage: A Bio-Inspired Approach for Multi-Scale Adversarial Attacks in the Infrared Domain CVPR 2026 Fractured Glass, Failing Cameras: Simulating Physics-Based Adversarial Samples for Autonomous Driving Systems AAAI 2026 From Detection to Association: Learning Discriminative Object Embeddings for Multi-Object Tracking CVPR 2026 From Discriminative to Generative: A Diffusion-Based Paradigm for Multi-Agent Collaborative Perception AAAI 2026 From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding CVPR 2026 FSLoRA: Harmonizing Detection and Re-Identification via Freq-Spatial Low-Rank Adapter for One-Stage Person Search CVPR 2026 FSP-DETR: Few-Shot Prototypical Parasitic Ova Detection WACV 2026 Generalizable Co-Salient Object Detection via Mixed Content-Style Modulation CVPR 2026 Generalized-Scale Object Counting with Gradual Query Aggregation AAAI 2026 GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection AAAI 2026 Graph Query Networks for Object Detection with Automotive Radar WACV 2026 GUIDE: Gaussian Unified Instance Detection for Enhanced Obstacle Perception in Autonomous Driving AAAI 2026 H^2A^2: Homogeneity-Aware and Heterogeneity-Aware Feature Perception for Unified Indoor 3D Object Detection CVPR 2026 HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval AAAI 2026 Heuristic-inspired Reasoning Priors Facilitate Data-Efficient Referring Object Detection CVPR 2026 HG-Lane: High-Fidelity Generation of Lane Scenes under Adverse Weather and Lighting Conditions without Re-annotation CVPR 2026 High-Level Semantics and Low-Level Features Fusion for Multi-Scale Object Detection in Dynamic Construction Environments WACV 2026 Hilbert Curve-Encoded Rotation-Equivariant Oriented Object Detector with Locality-Preserving Spatial Mapping AAAI 2026 Human-in-the-Loop Eider Duck Counting in Arctic Canada with an Open-Vocabulary Multi-Species Wildlife Detector AAAI 2026 HybriDLA: Hybrid Generation for Document Layout Analysis AAAI 2026 Hybrid Robust Collaborative Perception with LiDAR-4D Radar Fusion under Adverse Weather Conditions CVPR 2026 HyperCOD: The First Challenging Benchmark and Baseline for Hyperspectral Camouflaged Object Detection AAAI 2026 IGIANet: Illumination Guided Implicit Alignment Network for Infrared–Visible UAV Detection AAAI 2026