3DAeroRelief: The first 3D Benchmark UAV Dataset for Post-Disaster Assessment. [PDF]
Le N, Karimi E, Rahnemoonfar M.
europepmc +1 more source
Time course sensor‐based phenotyping can predict Ascochyta blight disease severity in Cicer species
Abstract Ascochyta blight is a widely occurring chickpea fungal disease that can cause severe yield loss. Breeding for crop resistance benefits from high‐throughput evaluation of plant–pathogen interactions in genotypes which can serve as sources of resistance.
Florian Tanner +9 more
wiley +1 more source
ForestSeg3D: A semantically guided framework for individual tree segmentation from LiDAR point clouds. [PDF]
Zhang K, Zhang W, Jing W, Li L, Li C.
europepmc +1 more source
A Comprehensive Review on Federated and Incremental Learning in Spatial Crowdsourcing Systems
A comprehensive overview of Federated and Incremental Learning (FIL) integration in Spatial Crowdsourcing, highlighting privacy, security, adaptability, efficiency challenges, and future research directions. ABSTRACT Spatial Crowdsourcing (SC) coordinates workers and requesters through personal mobile devices to complete location‐dependent tasks in ...
Md Mujibur Rahman +3 more
wiley +1 more source
Fusion of MLP, XGBoost, and QAT-Optimized PointNet++ for Predicting Short-Term Dendrometer-Derived Stem Dynamics: An Edge-Oriented Computational Framework. [PDF]
Bolikulov F +8 more
europepmc +1 more source
The case for an epiphyte area index
Three distinct ecosystems where epiphytes contribute a substantial vegetative area in the canopy.
Collin Wischmeyer +3 more
wiley +1 more source
Long-Tail Aware Cross-Modal Graph Attention Network for Fine-Grained Indoor 3D Semantic Segmentation of Point Clouds. [PDF]
Özbay E, Altunbey Özbay F.
europepmc +1 more source
Multimodal Video Summarization Using Vision‐Language Embeddings and Hierarchical Temporal Modeling
Combining BLIP‐2 image captions with CLIP vision–language embeddings gives video frames semantic meaning that pixels alone cannot convey. Processed by a multi‐scale temporal U‐Net and hierarchical shot‐aware transformer, these multimodal features achieve a state‐of‐the‐art 59.27% F1‐score on SumMe using only 28.27M parameters.
Saadman Sakib, Kaushik Deb
wiley +1 more source
DDCANet for SiO<sub>2</sub>-mediated drought regulation research: high-precision segmentation and phenotypic detection of cucumber point clouds. [PDF]
Xia Y +9 more
europepmc +1 more source
Mesh Multi‐Context Protocol: An Adaptive Agentic AI With Mesh Concept for A Complex Ecosystem
Problems faced by agentic AI when applied in a siloed ecosystem. ABSTRACT The deployment of Agentic AI systems‐autonomous agents powered by large language models (LLMs) ‐ has exposed critical vulnerabilities in multi‐domain enterprise environments, with recent incidents including autonomous production database deletions highlighting fundamental ...
Achmad Ginanjar, Xue Li
wiley +1 more source

