Abstract: Visual perception, as a core component of Intelligent Transportation Systems (ITS), plays a key role in enhancing safety and efficiency in urban mobility. While single-task visual perception ...

Visual illusion puzzles are excellent for testing an individual's visual acuity. These mind-bending images challenge our perception and visual skills. In addition to testing observation skills, these ...

From spinning circles to disappearing dots, these insane optical illusions are visual images that deceive your mind and eyes ...

Perimetry (visual field testing) quantifies a patient’s retinal sensitivity to light and clarifies a deviation from normal ...

Research links racial bias to subtle shifts in perception, showing how stereotypes may influence brain activity during object ...

Seeing and imagining use similar brain machinery. New research reveals the brain circuit that identifies what is real, which ...

People rarely notice how their eyes shape their sense of the world, yet new research shows just how powerful this effect can ...

Let’s face it, our brains and eyes can be easily tricked into believing that something is real, even when it isn’t. That’s where visual illusions come into play; these images are designed to exploit ...

We introduce Visual Reinforcement Fine-tuning (Visual-RFT), the first comprehensive adaptation of Deepseek-R1’s RL strategy to the multimodal field. We use the Qwen2-VL-2/7B model as our base model ...

This repository contains the official implementation of our ICLR 2025 paper "MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs". Our method enables ...